#  @codecloudtech Abhishek Tripathi Abhishek Tripathi posts on X about databricks, azure, open ai, artificial intelligence the most. They currently have [---] followers and [---] posts still getting attention that total [---] engagements in the last [--] hours. ### Engagements: [---] [#](/creator/twitter::1766467217733095425/interactions)  - [--] Week [-----] +13% - [--] Month [------] +41% - [--] Months [------] -31% - [--] Year [-------] +219% ### Mentions: [--] [#](/creator/twitter::1766467217733095425/posts_active)  - [--] Months [--] -22% - [--] Year [--] -79% ### Followers: [---] [#](/creator/twitter::1766467217733095425/followers)  - [--] Week [---] +0.51% - [--] Month [---] +4.30% - [--] Months [---] +7.10% - [--] Year [---] +54% ### CreatorRank: [---------] [#](/creator/twitter::1766467217733095425/influencer_rank)  ### Social Influence **Social category influence** [technology brands](/list/technology-brands) [stocks](/list/stocks) [finance](/list/finance) [countries](/list/countries) [social networks](/list/social-networks) **Social topic influence** [databricks](/topic/databricks), [azure](/topic/azure), [open ai](/topic/open-ai), [artificial intelligence](/topic/artificial-intelligence), [microsoft](/topic/microsoft), [$googl](/topic/$googl), [realtime](/topic/realtime), [google](/topic/google), [synapse](/topic/synapse), [developers](/topic/developers) **Top accounts mentioned or mentioned by** [@azure](/creator/undefined) [@hdfcbankcares](/creator/undefined) [@hdfcbank](/creator/undefined) [@batsouelef](/creator/undefined) [@rbi](/creator/undefined) [@datawithmohit](/creator/undefined) [@howdataworks](/creator/undefined) [@alteryx](/creator/undefined) [@nsitharaman](/creator/undefined) [@nsitharamanoffc](/creator/undefined) [@jacquelinesyc19](/creator/undefined) [@databricks](/creator/undefined) [@csabakissi](/creator/undefined) [@theofficialsbi](/creator/undefined) [@adipolak](/creator/undefined) [@veebrandt](/creator/undefined) [@eczachly](/creator/undefined) [@awscloud](/creator/undefined) [@craciun07](/creator/undefined) [@coursera](/creator/undefined) **Top assets mentioned** [Microsoft Corp. (MSFT)](/topic/microsoft) [Alphabet Inc Class A (GOOGL)](/topic/$googl) [Synapse (SYN)](/topic/synapse) [MongoDB, Inc. (MDB)](/topic/mongodb) [Hive Digital Technologies Ltd (HIVE)](/topic/hive) [IBM (IBM)](/topic/ibm) [Fusion (FSN)](/topic/fusion) [Data Lake (LAKE)](/topic/data-lake) ### Top Social Posts Top posts by engagements in the last [--] hours "π¨π»Apache Spark Streaming Execution Model π #dataengineering #SoftwareEngineering #cloud #cloudsolutions #databricks #ADF #AWS #learnwithme #hadoop #BigData #DataAnalytics #DataScience #Machinelearning #ArtificialInteligence #100DaysOfCode" [X Link](https://x.com/codecloudtech/status/1774707880622703008) 2024-04-01T07:58Z [--] followers, [--] engagements "π¨π»β What is Cluster Access Control in #Databricks Administrators can enable cluster access control to provide the required rights for Azure Databricks users. #dataengineering #SoftwareEngineering #Cloud #AWS #MicrosoftAzure #BigData #BigDataAnalytics #AI #MachineLearning" [X Link](https://x.com/codecloudtech/status/1774718341875454086) 2024-04-01T08:40Z [--] followers, [--] engagements "π¨π» Create your first pipeline β #dataenginneering #dataengineer #AWS #MicrosoftAzure #Databricks #Datalake #Cloud #SoftwareEngineering #MachineLearning #ArtificialInteligence #100DaysOfCode #deltalake https://learn.microsoft.com/en-us/azure/devops/pipelines/create-first-pipelineview=azure-devops&tabs=java%2Cbrowser https://learn.microsoft.com/en-us/azure/devops/pipelines/create-first-pipelineview=azure-devops&tabs=java%2Cbrowser" [X Link](https://x.com/codecloudtech/status/1774735398205575646) 2024-04-01T09:47Z [--] followers, [--] engagements "π¨π» CI / CD pipelines in ADF β #dataengineer #dataengineering #AWS #BigData #Microsoft #Microsoft365 #MicrosoftAzure #Databricks #SoftwareEngineering #MachineLearning #ArtificialIntelligence #Python #programmer #programming #coding #100DaysOfCode https://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery https://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery" [X Link](https://x.com/codecloudtech/status/1774869066509115612) 2024-04-01T18:38Z [--] followers, [---] engagements "π¨π»Watermarking in Azure Data Factory π #DataEngineering #Cloud #AWS #DataAnalytics #Databricks #Deltalake #Datalake #DataScience #MachineLearning #ArtificialInteligence #coding #codinglife #SoftwareEngineering #Azure #MicrosoftFabric #100DaysOfCode https://learn.microsoft.com/en-us/azure/data-factory/tutorial-incremental-copy-overview https://learn.microsoft.com/en-us/azure/data-factory/tutorial-incremental-copy-overview" [X Link](https://x.com/codecloudtech/status/1775041725914079368) 2024-04-02T06:05Z [--] followers, [---] engagements "π¨π» Creating Unity Catalog metastore in Databricks π #DataEngineering #Cloud #AWS #DataAnalytics #Databricks #Deltalake #Datalake #DataScience #MachineLearning #ArtificialInteligence #coding #codinglife #SoftwareEngineering #Azure #MicrosoftFabric #100DaysOfCode" [X Link](https://x.com/codecloudtech/status/1775125287359177016) 2024-04-02T11:37Z [--] followers, [--] engagements "Databricks Certification ππ¨π»ππ #Cloud #CloudComputing #DataEngineering #DataEngineer #Databricks #Microsoft #Database #DataScience #MachineLearning #ArtificialIntelligence #BigData #DataAnalytics #100DaysOfCode #MicrosoftAzure #SoftwareEngineering #100DaysOfAI #CodingJourney" [X Link](https://x.com/codecloudtech/status/1775137132795117945) 2024-04-02T12:24Z [--] followers, [---] engagements "βπ¨π» Azure Databricks Unity Catalog β‘β #Cloud #CloudComputing #dataengineering #Databricks #AWS #MicrosoftFabric #MicrosoftAzure #AzureCosmosDB #AzureSQL #ArtificialIntelligence #MachineLearning #DataScience #100DaysOfCode #100DaysOfAI #codinglife #BigData #DataAnalytics" [X Link](https://x.com/codecloudtech/status/1775411733416628236) 2024-04-03T06:35Z [--] followers, [--] engagements "π¨π»β Ingest Data to Databricks Lakehouse #CloudComputing #Cloud #Azure #Databricks #AWS #BigData #DataAnalytics #dataengineering #SoftwaEngineering #MachineLearning #ArtificialInteligence #OpenAI #100DaysOfAI #100DaysOfCode #MicrosoftFabric #MicrosoftAzure #technology" [X Link](https://x.com/codecloudtech/status/1775443044340498620) 2024-04-03T08:39Z [--] followers, [---] engagements "π¨π»β Diving into Delta Lake Schema Enforcement & Evolution #Cloud #CloudComputing #AWS #Microsoft #MicrosoftFabric #MicrosoftAzure #DataAnalytics #DataScience #100DaysOfAI #100DaysOfCode #Databricks #dataengineering #BigData #ArtificialInteligence #programming #coding" [X Link](https://x.com/codecloudtech/status/1775483841970635201) 2024-04-03T11:21Z [--] followers, [---] engagements "β π¨π» Setting up Unity Catalog in Databricks #Cloud #CloudComputing #dataengineering #BigData #SoftwareEngineering #LearningJourney #AWS #MicrosoftFabric #MicrosoftAzure #DataBricks #Datalake #DeltaLiveTables #DataScience #MachineLearning #artificalintelligence #OpenAI" [X Link](https://x.com/codecloudtech/status/1775516775872168250) 2024-04-03T13:32Z [--] followers, [---] engagements "β β‘π¨π»β Medallion Architecture in #Databricks #Cloud #Cloudtechnology #technology #DataScience #DataAnalytics #MachineLearning #ArtificialInteligence #dataengineering #AWSSummit #MicrosoftFabric #MicrosoftAzure #OpenAI #GenAI #SoftwareEngineering #codinglife #programming" [X Link](https://x.com/codecloudtech/status/1775793361716179219) 2024-04-04T07:51Z [--] followers, [---] engagements "β π¨π» Databricks Access Controller #Cloud #CloudComputing #Databricks #DataAnalytics #DataScience #MachineLearning #BigData #AWS #MicrosoftAzure #Azure #artificalintelligence #codinglife #coding #pythonprogramming #programming #dataengineering #dataengineer #programmer" [X Link](https://x.com/codecloudtech/status/1775854090171597215) 2024-04-04T11:53Z [--] followers, [--] engagements "π¨π»β‘ Cluster in #Databricks β #Cloud #CloudComputing #BigData #AzureDataBricks #MicrosoftAzure #MicrosoftFabric #DataScience #DataAnalytics #dataengineering #SoftwareEngineering #codinglife #programming #MachineLearning #ArtificialIntelligence #100DaysOfNoCode #AI #OpenAI #AWS" [X Link](https://x.com/codecloudtech/status/1776459106611781765) 2024-04-06T03:57Z [--] followers, [---] engagements "A Databricks cluster is a set of computation resources and configurations on which you run data engineering data science and data analytics workloads such as production ETL pipelines streaming analytics ad-hoc analytics and machine learning. #BigData #dataengineering" [X Link](https://x.com/codecloudtech/status/1776460106303143942) 2024-04-06T04:01Z [--] followers, [--] engagements "β‘π¨π» Application Master Container in #Databricks #SoftwareEngineering #dataengineer #dataengineering #Cloud #CloudComputing #BigData #MicrosoftFabric #MicrosoftAzure #AWS #DataAnalytics #DataScience #MachineLearning #ArtificialIntelligence #Python #programming #programmer" [X Link](https://x.com/codecloudtech/status/1776524109733904415) 2024-04-06T08:15Z [--] followers, [---] engagements "ApplicationMaster is a standalone application that YARN NodeManager runs inside a YARN resource container and is responsible for the execution of a Spark application on YARN. #BigData #100DaysOfCode #100DaysOfAI #100daysofcodechallenge #SoftwareEngineering" [X Link](https://x.com/codecloudtech/status/1776524537490022422) 2024-04-06T08:17Z [--] followers, [--] engagements "Hi Everyone I am looking to #Connect with people who are interested in ----- π¨π» Data Engineering π Data Analysis β Microsoft Azure AWS π§±Databricks Coding π¨π¬ AI/ML/GenAI Let's grow together β" [X Link](https://x.com/codecloudtech/status/1776526723238298096) 2024-04-06T08:25Z [--] followers, [--] engagements "The Application Master will run inside the Driver container (Yarn-Cluster mode). #100daysofcodechallenge #100DaysOfAI #SoftwareEngineering #dataengineering #Databricks #AWS #MicrosoftAzure #BigData #programming #coding #codinglife #pythonprogramming" [X Link](https://x.com/codecloudtech/status/1776529425254990151) 2024-04-06T08:36Z [--] followers, [--] engagements "β Azure Resources Databricks Runtime Cloud service and Collaborative workspace π¨π» #Databricks #dataengineering #SoftwareEngineering #CodingJourney #MachineLearning #ArtificialIntelligence #BigData #AWS #MicorosoftAzure #dataengineer #programming #pythonprogramming #programmer" [X Link](https://x.com/codecloudtech/status/1776828519638847891) 2024-04-07T04:25Z [--] followers, [---] engagements "β Databricks Collaborative workspace - The Workspace root folder is a container for all of your organization's Databricks static assets. Within the Workspace root folder: Shared is for sharing objects across your organization. #100DaysOfAI #100DaysOfNoCode #dataengineering" [X Link](https://x.com/codecloudtech/status/1776829022527422499) 2024-04-07T04:27Z [--] followers, [---] engagements "π¨π»All users have full permissions for all objects in Shared. Users contains a folder for each user. #dataengineering #dataengineer #SoftwareEngineering #100daysofcodechallenge #100DaysOfAI #CloudComputing #Cloud #Databricks" [X Link](https://x.com/codecloudtech/status/1776829373905326320) 2024-04-07T04:28Z [--] followers, [--] engagements "β Apache Spark Ecosystem in #Databricks π¨π»β #dataengineering #Cloud #CloudAI #CloudComputing #ArtificialInteligence #MachineLearning #dataengineer #MicrosoftAzure #AzureAI #DataScience #DataAnalytics #pythonprogramming #Python #100DaysOfCode #BigData #100DaysOfAI #coding" [X Link](https://x.com/codecloudtech/status/1777549265398878401) 2024-04-09T04:09Z [--] followers, [---] engagements "Structured Streaming lets you express computation on streaming data in the same way you express a batch computation on static data. #100DaysOfCode #MachineLearning #BigData #AI #ArtificialInteligence #coding #AWS #MicrosoftAzure #Databricks" [X Link](https://x.com/codecloudtech/status/1777549564113043739) 2024-04-09T04:10Z [--] followers, [--] engagements "β Datasets - A dataset is a collection of data that can be used for analytics or to train machine learning models. #MachineLearning #100DaysOfCode #100DaysOfAI #coding #programming #Databricks #softwareengineer #dataengineer" [X Link](https://x.com/codecloudtech/status/1777550077588054187) 2024-04-09T04:12Z [--] followers, [--] engagements "β βπ¨π» Spark Jobs in #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #Python #OpenAI" [X Link](https://x.com/codecloudtech/status/1777914328655728727) 2024-04-10T04:19Z [--] followers, [---] engagements "When running a Spark application there is the concept of a Spark job. At runtime the Spark driver converts your Spark application into a job that is transformed into a directed acyclic graph (DAG) which is the execution plan. #100DaysofAI #Databricks #dataengineering #OpenAI" [X Link](https://x.com/codecloudtech/status/1777914477708792200) 2024-04-10T04:20Z [--] followers, [---] engagements "β βπ¨π»β‘DataFrame in #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #Python #OpenAI" [X Link](https://x.com/codecloudtech/status/1778268423161630812) 2024-04-11T03:46Z [--] followers, [---] engagements "Spark DataFrames can be created from various sources such as Hive tables log tables external databases or the existing RDDs. DataFrames allow the processing of huge amounts of data. #100daysofcodechallenge #100daysofcoding #pythonprogramming #pythonquiz #SoftwareEngineer" [X Link](https://x.com/codecloudtech/status/1778268637599592667) 2024-04-11T03:47Z [--] followers, [--] engagements "Spark DataFrames can contain universal data types like StringType and IntegerType as well as data types that are specific to Spark such as StructType. Missing or incomplete values are stored as null values in the DataFrame. #Databricks #BigData #pythonprogramming #codinglife" [X Link](https://x.com/codecloudtech/status/1778269588947419333) 2024-04-11T03:51Z [--] followers, [--] engagements "π§±π¨π»β‘ Architecture of Unity Catalog #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #Python" [X Link](https://x.com/codecloudtech/status/1778637017150304350) 2024-04-12T04:11Z [--] followers, [---] engagements "Databricks Unity Catalog offers a unified governance layer for data and AI within the Databricks Data Intelligence Platform. #Databricks #dataengineering #dataengineer #100DaysOfCode #100DaysOfNoCode #pythonprogramming #coding" [X Link](https://x.com/codecloudtech/status/1778637397871444414) 2024-04-12T04:12Z [--] followers, [--] engagements "User management in Databricks is crucial for ensuring security compliance and efficient collaboration within data analytics and machine learning workflows. #dataengineering #DataScience #MachineLearning #DataAnalytics #pythonprogramming #OpenAI #ArtificialIntelligence" [X Link](https://x.com/codecloudtech/status/1778637977738183084) 2024-04-12T04:15Z [--] followers, [--] engagements "π§± Databricks Workspace provides a unified and collaborative environment for data analytics and machine learning empowering teams to derive insights from big data and build advanced analytics applications efficiently #Databricks #dataengineering #Bigdata" [X Link](https://x.com/codecloudtech/status/1778638246509158592) 2024-04-12T04:16Z [--] followers, [--] engagements "SQL Data Warehouses in Databricks provide a scalable high-performance and cost-effective solution for running analytical SQL workloads on big data enabling organizations to derive insights and make data-driven decisions effectively'. #dataengineering #SoftwareEngineer" [X Link](https://x.com/codecloudtech/status/1778638444706906449) 2024-04-12T04:17Z [--] followers, [--] engagements "π¨π»β Spark SQL Engine Logical Planβ‘ #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #Python" [X Link](https://x.com/codecloudtech/status/1779002614321221969) 2024-04-13T04:24Z [--] followers, [----] engagements "β‘ The logical plan is generated by Spark SQL's parser and analyzer based on the SQL query or DataFrame operations provided by the user. #Databricks #dataengineering #SoftwareEngineer #100DaysOfCode #100daysofcoding #100DaysOfAI" [X Link](https://x.com/codecloudtech/status/1779003287028805971) 2024-04-13T04:26Z [--] followers, [--] engagements "β‘ An unresolved logical plan in the SQL engine refers to a stage in the query processing where certain parts of the logical plan cannot be resolved to concrete objects or expressions. #DataScience #DataBricks #DataAnalytics #dataengineering #SoftwareEngineer" [X Link](https://x.com/codecloudtech/status/1779003667959656786) 2024-04-13T04:28Z [--] followers, [--] engagements "β‘ An optimized logical plan in the SQL engine refers to the result of applying various optimization rules and transformations to the initial logical plan generated from a SQL query or DataFrame operations. #Databricks #DataScience #100DaysOfCode #100DaysOfAI #pythonprogramming" [X Link](https://x.com/codecloudtech/status/1779003897992110091) 2024-04-13T04:29Z [--] followers, [--] engagements "β‘ The physical plan in the SQL engine represents the actual execution strategy for processing a query or DataFrame operations on a distributed Spark cluster. #BigData #ArtificialInteligence #DataBricks #apachekafka" [X Link](https://x.com/codecloudtech/status/1779004161176260758) 2024-04-13T04:30Z [--] followers, [--] engagements "β‘ A cost model in a SQL engine is a mathematical model used to estimate the computational cost of executing a query plan or operation. #Databricks #dataengineer #dataengineering #SoftwareEngineer #pythonprogramming #Python #100DaysOfAI" [X Link](https://x.com/codecloudtech/status/1779004459864973573) 2024-04-13T04:31Z [--] followers, [--] engagements "β‘π¨π» Azure AI Fundamentals Learning path by Microsoft #Cloud #CloudComputing #DataAnalytics #databricks #dataengineer #dataengineering #SoftwareEngineer #developer #AzureAI #AzureCosmosDB #AWS #codinglife #CodingJourney #100DaysOfLearning #OpenAI https://learn.microsoft.com/en-us/training/paths/document-intelligence-knowledge-mining/ https://learn.microsoft.com/en-us/training/paths/document-intelligence-knowledge-mining/" [X Link](https://x.com/codecloudtech/status/1779100688573739333) 2024-04-13T10:53Z [--] followers, [---] engagements "π¨π»Azure #Databricks clusters β‘β #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #pythonprogramming" [X Link](https://x.com/codecloudtech/status/1779716576482386397) 2024-04-15T03:41Z [--] followers, [---] engagements "β An Azure Databricks cluster is a managed computing environment provided by Azure Databricks a unified analytics platform built on Apache Spark. It's designed to process big data and perform advanced analytics tasks efficiently and at scale. #dataengineering #100DaysOfAI" [X Link](https://x.com/codecloudtech/status/1779716695449559544) 2024-04-15T03:41Z [--] followers, [--] engagements "β Managed Service: Azure Databricks takes care of provisioning configuring and managing the underlying infrastructure of the Spark cluster allowing users to focus on their data analytics tasks without worrying about infrastructure management. #dataengineering #databricks" [X Link](https://x.com/codecloudtech/status/1779716833672908848) 2024-04-15T03:42Z [--] followers, [--] engagements "β Scalability: Azure Databricks clusters can scale both vertically (by adding more powerful nodes) and horizontally (by adding more worker nodes). This scalability ensures that the cluster can handle increasing workloads and process large volumes of data efficiently. #DataBricks" [X Link](https://x.com/codecloudtech/status/1779717258421702830) 2024-04-15T03:43Z [--] followers, [--] engagements "β Integration: Azure Databricks integrates seamlessly with other Azure services such as Azure Storage Azure SQL Database Azure Synapse Analytics and Azure Active Directory. #dataengineering #dataengineer #BigData #DataAnalytics #DataScience #AI #codinglife" [X Link](https://x.com/codecloudtech/status/1779717602430136458) 2024-04-15T03:45Z [--] followers, [--] engagements "β Security: Databricks provides robust security features to protect sensitive data and resources. This includes encryption at rest and in transit role-based access control (RBAC) network isolation and auditing/logging capabilities. #dataengineering #AWS #AzureCosmosDB" [X Link](https://x.com/codecloudtech/status/1779717743933280687) 2024-04-15T03:45Z [--] followers, [--] engagements "π¨π»Azure #Databricks Workflows β‘π§± #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #pythonprogramming" [X Link](https://x.com/cloudandtechie/status/1780092229958451496) 2024-04-16T04:33Z [--] followers, [---] engagements "β Data Ingestion: Before you can analyze or process data you need to ingest it into your Databricks environment. #DataWarehouse #Databricks #dataengineer #dataengineering #SoftwareDeveloper #coding #100DaysOfCode #100daysofcoding #100DaysOfAI" [X Link](https://x.com/codecloudtech/status/1780092816921899309) 2024-04-16T04:36Z [--] followers, [--] engagements "β Data Processing: Once the data is ingested you can perform various processing tasks on it. Azure Databricks supports distributed processing using Apache Spark which enables you to handle large-scale data processing tasks efficiently. #dataengineer #dataengineering" [X Link](https://x.com/codecloudtech/status/1780093275023806633) 2024-04-16T04:38Z [--] followers, [--] engagements "β Workflow Orchestration: Azure Databricks integrates with various workflow orchestration tools such as Apache Airflow Azure Data Factory and Azure Synapse Analytics. #DataWarehouse #dataengineer #dataengineering #100DaysOfCode" [X Link](https://x.com/codecloudtech/status/1780093445916557696) 2024-04-16T04:38Z [--] followers, [--] engagements "β Monitoring and Optimization: Azure Databricks provides built-in monitoring and logging capabilities that allow you to track the performance of your workflows and identify any bottlenecks or issues. #DataWarehouse #datainfrastructure #dataengineer" [X Link](https://x.com/codecloudtech/status/1780093799844479209) 2024-04-16T04:40Z [--] followers, [--] engagements "β Integration with Azure Services: Azure Databricks seamlessly integrates with other Azure services such as Azure Active Directory for authentication and access control Azure Key Vault for managing secrets and keys and Azure Monitor for monitoring and logging. #dataengineering" [X Link](https://x.com/codecloudtech/status/1780094231639621675) 2024-04-16T04:41Z [--] followers, [--] engagements "π¨π»#Databricks Access Control β‘ #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #pythonprogramming #GCP" [X Link](https://x.com/cloudandtechie/status/1780440792051708376) 2024-04-17T03:38Z [--] followers, [---] engagements "β Access Control can be defined for Workspaces Clusters Jobs and REST APIs. #dataengineering #dataengineer #BigData #DataAnalytics #DataScience #MachineLearning #artificalintelligence #100DaysofAI #100daysofcoding #learning #LearningJourney #Databricks" [X Link](https://x.com/cloudandtechie/status/1780441156545052832) 2024-04-17T03:40Z [--] followers, [--] engagements "β Databricks access control refers to the set of mechanisms and policies used to regulate and manage user access to resources and functionalities within the Databricks platform. #Databricks #dataengineering #dataengineer #BigData #pythonprogramming #coding #100DaysofAI" [X Link](https://x.com/codecloudtech/status/1780441646196568190) 2024-04-17T03:42Z [--] followers, [--] engagements "β Access control in Databricks typically involves: β‘ User Authentication β‘ Authorization β‘ Permissions Management β‘ Role-Based Access Control (RBAC) β‘ Resource-Level Access Control β‘ Audit Logging #dataengineering #dataenginer #BigData #Databricks" [X Link](https://x.com/codecloudtech/status/1780442531576307784) 2024-04-17T03:45Z [--] followers, [--] engagements "β π¨π»π§±Azure #databricks core Artifacts #dataengineering #dataengineer #BigData #SoftwareEngineer #SoftwareEngineering #MachineLearning #ArtificialIntelligence #DataScience #DataAnalytics #Cloud #CloudComputing #MicrosoftAzure #AWS #GCP #pythonprogramming #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1780812054385004745) 2024-04-18T04:14Z [--] followers, [---] engagements "Notebooks: Notebooks are interactive documents that allow you to write and execute code. In Azure Databricks notebooks are the primary interface for developing and running code using languages such as Python Scala R and SQL. #DataScience #dataengineering #BigData" [X Link](https://x.com/cloudandtechie/status/1780812222765449404) 2024-04-18T04:14Z [--] followers, [--] engagements "Libraries: Libraries in Azure Databricks are packages or modules that contain additional code or dependencies not available in the default environment. #DataScience #dataengineering #100DaysOfCode #BigData #DataAnalytics #MachineLearning #ArtificialIntelligence #coding" [X Link](https://x.com/codecloudtech/status/1780812583861399838) 2024-04-18T04:16Z [--] followers, [--] engagements "Clusters: Clusters are the computing resources in Azure Databricks where you can run your code and process data. Clusters can be configured with different sizes instance types and autoscaling settings to meet the requirements of your workload. #databricks #dataengineering" [X Link](https://x.com/codecloudtech/status/1780812676291346910) 2024-04-18T04:16Z [--] followers, [--] engagements "Workspace : In Azure Databricks the workspace is the central environment where you manage and organize your notebooks jobs libraries and other artifacts related to your data engineering and data science workflows. #dataengineering #databricks #100DaysOfCode #coding" [X Link](https://x.com/codecloudtech/status/1780812862711365668) 2024-04-18T04:17Z [--] followers, [--] engagements "Clusters: Auto Scaling and Auto Terminationβ in #Databricks #CloudComputing #Cloud #MicrosoftAzure #AWS #BigData #dataengineering #databricks #dataengineer #DataScience #DataAnalytics #machinelearning #100DaysOfCode #100daysofcoding #100DaysofAI #SoftwareEngineer #AI" [X Link](https://x.com/codecloudtech/status/1781174845264540041) 2024-04-19T04:15Z [--] followers, [---] engagements "When creating Azure Databricks clusters you can choose Autoscaling and Auto Termination options. β Autoscaling: Just specify the min and max number of clusters. Azure Databricks automatically scales up or down based on load. #dataengineering #BigData #DataScience #OpenAI" [X Link](https://x.com/codecloudtech/status/1781175038466719821) 2024-04-19T04:16Z [--] followers, [--] engagements "β Auto Termination: After the specified minutes of inactivity the cluster is automatically terminated. #BigData #dataengineering #pythonprogramming #codinglife #dataengineer #AWS #azurecloudservices #azurecosmosdb #databricks #100DaysofAI" [X Link](https://x.com/codecloudtech/status/1781175282998845498) 2024-04-19T04:17Z [--] followers, [--] engagements "@veebrandt Databricks Cluster configuration working on some projects for creation of Delta Lake table π¨π»" [X Link](https://x.com/cloudandtechie/status/1781493965361168551) 2024-04-20T01:23Z [--] followers, [--] engagements "π¨π»β Lambda Architecture in #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #pythonprogramming" [X Link](https://x.com/cloudandtechie/status/1781535911588880865) 2024-04-20T04:10Z [--] followers, [---] engagements "β Lambda architecture is a way of processing massive quantities of data (i.e. "Big Data") that provides access to batch-processing and stream-processing methods with a hybrid approach. #dataengineering #BigData #100daysofcoding #AWS #MicrosoftAzure #Databricks #developer" [X Link](https://x.com/cloudandtechie/status/1781536489912111561) 2024-04-20T04:12Z [--] followers, [--] engagements "β The lambda architecture itself is composed of [--] layers: π Batch Layer π Serving Layer π Speed Layer (Stream Layer) #DataScience #DataWarehouse #100daysofcoding #100DaysofAI #SoftwareEngineer #dataengineering #BigData #pythonprogramming #codinglife #SoftwareEngineer" [X Link](https://x.com/codecloudtech/status/1781537040146059585) 2024-04-20T04:15Z [--] followers, [--] engagements "β Benefits of lambda architectures : π No Server Management π Flexible Scaling π Automated High Availability π Business Agility #dataengineering #BigData #DataScience #ArtificialIntelligence #100DaysofAI #Databricks #softwareengineering #developer #100daysofcoding" [X Link](https://x.com/cloudandtechie/status/1781537801227673859) 2024-04-20T04:18Z [--] followers, [--] engagements "β Challenges with lambda architectures π Complexity lambda architectures can be highly complex. Administrators must typically maintain two separate code bases for batch and streaming layers which can make debugging difficult. #dataengineering #BigData #AWS #AzureAI" [X Link](https://x.com/codecloudtech/status/1781538794145284344) 2024-04-20T04:22Z [--] followers, [--] engagements "π¨π»β Spark Architecture in #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #pythonprogramming" [X Link](https://x.com/cloudandtechie/status/1782260382968713585) 2024-04-22T04:09Z [--] followers, [---] engagements "π The driver program plays a crucial role in orchestrating the execution of Spark applications from submission and task scheduling to optimization and result aggregation. #dataengineering #Databricks #DataScience #DataWarehouse #MachineLearning #ArtificialIntelligence" [X Link](https://x.com/cloudandtechie/status/1782260709566669309) 2024-04-22T04:10Z [--] followers, [--] engagements "π A worker node also known as a slave node or executor node is a computing node within a distributed computing cluster that performs tasks and processes data as part of a larger distributed computation. #dataengineering #dataengineer #Databricks #BigData #SoftwareEngineer" [X Link](https://x.com/cloudandtechie/status/1782261436548526321) 2024-04-22T04:13Z [--] followers, [--] engagements "π¨π»β Data Skewness & Partition in Apache Spark #Databricksβ‘ #dataengineering #BigData #MachineLearning #artificalintelligence #DataScience #DataAnalytics #AWS #azurecloudservices #azurecosmosdb #azureai #Cloud #CloudComputing #softwaredeveloper #codinglife #100DaysofAI" [X Link](https://x.com/cloudandtechie/status/1782620917098762385) 2024-04-23T04:02Z [--] followers, [---] engagements "β Data skew can severly downgrade performance of queries especially those with joins. #Databricks #BigData #ApacheSpark #MachineLearning #100daysofcoding #AWS #GoogleCloudNext" [X Link](https://x.com/cloudandtechie/status/1782621411712053384) 2024-04-23T04:03Z [--] followers, [--] engagements "π¨π»β Lakehouse in #Databricksβ‘ #dataengineering #BigData #MachineLearning #artificalintelligence #DataScience #DataAnalytics #AWS #azurecloudservices #azurecosmosdb #azureai #Cloud #CloudComputing #softwaredeveloper #codinglife #100DaysofAI #100DaysOfCode #100DaysOfNoCode" [X Link](https://x.com/cloudandtechie/status/1782987753267044552) 2024-04-24T04:19Z [--] followers, [--] engagements "π Lakehouses are enabled by a new system design: implementing similar data structures and data management features to those in a data warehouse directly on top of low cost cloud storage in open formats. #dataengineering #dataengineer #BigData #CloudComputing #Cloud #AWS #AI" [X Link](https://x.com/cloudandtechie/status/1782988460246303113) 2024-04-24T04:22Z [--] followers, [--] engagements "Good Morning and keep learning π¨π»π #PictureOfTheDay #FridayMotivation #dataengineering #AWS #DataGovernance #DataAnalytics #MachineLearning #artificalintelligence #chai #pictures #100DaysOfCode #100daysofcoding #programming #programmer #coding #MicrosoftAzure #Databricks" [X Link](https://x.com/cloudandtechie/status/1783679871304323326) 2024-04-26T02:09Z [--] followers, [---] engagements "π¨π»β Data Lakes in #Databricksβ‘ #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineering #AzureAI #MicrosoftAzure #AWS #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #Python #SoftwareEngineer #GoogleCloudNext" [X Link](https://x.com/cloudandtechie/status/1783703261306114154) 2024-04-26T03:42Z [--] followers, [---] engagements "π In Databricks a data lake typically utilizes cloud storage solutions like Amazon S3 Azure Data Lake Storage or Google Cloud Storage. #dataengineering #BigData #ArtificialInteligence #MachineLearning #AWS #MicrosoftAzure #GoogleCloud" [X Link](https://x.com/cloudandtechie/status/1783703593344008668) 2024-04-26T03:44Z [--] followers, [--] engagements "πDatabricks provides seamless integration with these storage solutions allowing users to directly access and analyze data stored in the data lake using Databricks' powerful analytics and machine learning capabilities. #dataengineering #dataengineer #SoftwareEngineer #AWS" [X Link](https://x.com/cloudandtechie/status/1783703843819438540) 2024-04-26T03:45Z [--] followers, [--] engagements "π With Databricks you can easily ingest process and analyze data stored in the data lake using languages like SQL Python Scala and R. #dataengineering #SoftwareEngineering #programming #codinglife #BigData #AWS #MicrosoftAzure #GoogleCloud" [X Link](https://x.com/cloudandtechie/status/1783704159549878781) 2024-04-26T03:46Z [--] followers, [---] engagements "πDatabricks provides features like Delta Lake which adds ACID transactions data versioning and schema enforcement capabilities on top of the data lake making it easier to manage and govern your data effectively. #dataengineering #DataGovernance #DataScience #AWS #azureai" [X Link](https://x.com/cloudandtechie/status/1783704410948075744) 2024-04-26T03:47Z [--] followers, [--] engagements "Renew my Microsoft Azure Data Engineer Certification πππ§π». #dataengineering #BigData #SoftwareEngineering #DataScience #DataAnalytics #MachineLearning #ArtificialIntelligence #MicrosoftAzure #AWS #GoogleCloudNext" [X Link](https://x.com/cloudandtechie/status/1783746074014105940) 2024-04-26T06:32Z [--] followers, [---] engagements "π¨π»β Delta Lake Architecture in #Databricksβ‘ #dataengineering #BigData #dataengineer #MicrosoftAzure #SoftwareEngineering #AWS #GoogleCloud #DataScience #DataAnalytics #MachineLearning #ArtificialIntelligence #azurecloudservices #azurecosmosdb #coding #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1785126882796851211) 2024-04-30T01:59Z [--] followers, [---] engagements "β Important points which we usually consider to optimize the spark job in Databricks applications π¨π» #Databricks #dataengineering #dataengineer #SoftwareEngineering #AWS #MicrosoftAzure #azurecloudservices #azurecosmosdb #azureai #GoogleCloud #BigData #DataScience #OpenAI" [X Link](https://x.com/cloudandtechie/status/1785188330931732935) 2024-04-30T06:03Z [--] followers, [---] engagements "π Data engineering allows businesses to use the data to make critical business decisions. Without data engineering it would be impossible to make sense of the huge amounts of data that are available. #dataengineer #dataengineering #MicrosoftAzure #GoogleCloud #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1785227275258191955) 2024-04-30T08:38Z [--] followers, [--] engagements "π Around [----] the term data engineering became popular at new data-driven companies. To understand the history of data engineering lets look at how data has changed over the years. #100DaysOfCode #dataengineering #dataengineer #MicrosoftAzure #Databricks #programming" [X Link](https://x.com/cloudandtechie/status/1785227985148416343) 2024-04-30T08:41Z [--] followers, [--] engagements "@EcZachly Can we ask questions related to spark jobs Databricks Big data . It would be great help from you. Thanks" [X Link](https://x.com/cloudandtechie/status/1785367197629759669) 2024-04-30T17:54Z [--] followers, [--] engagements "π¨π»β Delta Lake in #Databricksβ‘ #dataengineering #BigData #SoftwareEngineering #dataengineer #deltalake #AWS #Databricks #MicrosoftAzure #GoogleCloud #DataScience #MachineLearning #ArtificialIntelligence #100daysofcoding #programming #coding #pythonprogramming #developer #AI" [X Link](https://x.com/cloudandtechie/status/1785472547989200976) 2024-05-01T00:53Z [--] followers, [---] engagements "Stream Processing Data Architecture using Kafka Azure Databricks ππ§π» #apachekafka #Kafka #dataengineering #dataarchitecture #databricks #googlecloudnext #MicorosoftAzure #Python #streaming #dataengineer #BigData #MachineLearning #Artificiallntelligence" [X Link](https://x.com/cloudandtechie/status/1786966129753423988) 2024-05-05T03:48Z [--] followers, [---] engagements "π¨π»β Datalake and Delta Lake differences β‘ #Cloud #CloudComputing #dataengineering #dataengineer #Databricks #aws #MicrosoftAzure #GoogleCloudNext #SoftwareEngineering #programming #DataScience #DataWarehouse #BigData #MachineLearning #ArtificialIntelligence #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1787290008082391312) 2024-05-06T01:15Z [--] followers, [---] engagements "Data lakes are a good choice for use cases that require: 1- Storing large amounts of unstructured data such as text files images and videos. 2- Handling diverse data sources such as social media IoT devices and logs. #dataengineering #dataengineer #BigData #aws #azureai" [X Link](https://x.com/cloudandtechie/status/1787290351839146011) 2024-05-06T01:16Z [--] followers, [--] engagements "3- Supporting ad-hoc queries and data exploration. 4- Keeping costs low as data lakes can store data in its raw form without the need for schema enforcement or ACID transactions. #dataengineering #dataengineer #BigData #MicrosoftAzure #aws #Databricks #GoogleCloudNext #coding" [X Link](https://x.com/cloudandtechie/status/1787290717318152514) 2024-05-06T01:18Z [--] followers, [--] engagements "Examples of use cases for data lakes include: π Data warehousing: Data lakes can be used as a central repository for storing data from various sources such as transactional databases log files and social media. #dataengineering #dataengineer #SoftwareEngineering #coding" [X Link](https://x.com/cloudandtechie/status/1787291021430378510) 2024-05-06T01:19Z [--] followers, [--] engagements "πLearning plan β‘ #Databricks #streaming #apachekafka #DevOps #azurecosmosdb #dataengineering #BigData #SoftwareEngineering #DataWarehouse #Database #MachineLearning #artificalintelligence #MicrosoftAzure #100DaysOfCode #coding #programmer #learning #LearningJourney" [X Link](https://x.com/cloudandtechie/status/1787339566376157639) 2024-05-06T04:32Z [--] followers, [---] engagements "Databricks Project Learning ππ¨π» β Created compute platform or cluster on Databricks community edition β Loaded the sample data. β Write a python code to load the data in Databricks environment β Displayed the data π #100DaysOfCode #100daysofcoding #coding #programmer" [X Link](https://x.com/cloudandtechie/status/1787366279915147514) 2024-05-06T06:18Z [--] followers, [---] engagements "π Datawarehouse vs Data Lake β‘π§π» #Cloud #CloudComputing #MicrosoftAzure #AWS #googlecloud #dataengineering #dataengineer #BigData #DataScience #MachineLearning #ArtificialIntelligence #100DaysOfCode #coding #programming #SoftwareEngineering #AzureDevOps #azurecloudservices" [X Link](https://x.com/cloudandtechie/status/1787658438375325843) 2024-05-07T01:39Z [--] followers, [---] engagements "πA data warehouse is a consolidated storage unit and processing hub for your data. Teams using a data warehouse usually leverage SQL queries for analytics use cases. #dataengineering #BigData #SoftwareEngineering #AWS #DataScience #DataWarehouse #Database #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1787658839950508271) 2024-05-07T01:40Z [--] followers, [--] engagements "πSome of the well-known players in the data warehouse sphere include Amazon Redshift Google BigQuery and Snowflake. #googlecloud #AWS #MicrosoftAzure #AzureDevOps #azurecosmosdb #azureai #dataengineering #dataengineer #SoftwareEngineering #DataScience #MachineLearning" [X Link](https://x.com/cloudandtechie/status/1787659200249692585) 2024-05-07T01:42Z [--] followers, [--] engagements "π For metadata organization they often use Hive Amazon Glue or Databricks. Storage can utilize S3 Google Cloud Storage Microsoft Azure Blob Storage or Hadoop HDFS. #dataengineering #BigData #SoftwareEngineering #AWS #DataScience #DataWarehouse #Database #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1787659973981270393) 2024-05-07T01:45Z [--] followers, [---] engagements "Streaming Batch Application Databricks π¨π»π #coding #programming #programmer #100DaysOfCode #100daysofcoding #100daysofcodechallenge #dataengineering #dataengineer #pyspark #BigData #AWS #MicrosoftAzure #Googlecloud #DataScience #MachineLearning #ArtificialInteligence" [X Link](https://x.com/cloudandtechie/status/1787757594523644149) 2024-05-07T08:13Z [--] followers, [---] engagements "@JacquelineSYC19 Implementation of Slowly changing dimensions is a good practice in data warehousing projects. Databricks has great capabilities of creating and managing delta tables versions control specially for data governance and auditing purpose " [X Link](https://x.com/cloudandtechie/status/1787906093877756086) 2024-05-07T18:03Z [--] followers, [--] engagements "ππ§π» High-level overview of Azure Databricks clusters π #Clouds #CloudComputing #DataBricks #AWS #dataengineering #dataengineer #MicrosoftAzure #googlecloud #DataScience #datainfrastructure #DataAnalytics #BigData #SoftwareEngineering #MachineLearning #artificalintelligence" [X Link](https://x.com/cloudandtechie/status/1788036606743720221) 2024-05-08T02:42Z [--] followers, [---] engagements "πIn Databricks the notebook interface is typically the driver program. This driver program contains the main loop for the program and creates distributed datasets on the cluster then applies operations to those datasets. #dataengineering #BigData #100DaysOfCode #azureai" [X Link](https://x.com/cloudandtechie/status/1788036796137492783) 2024-05-08T02:42Z [--] followers, [--] engagements "πMicrosoft Azure manages the cluster and auto-scales it as needed based on your usage and the setting used when configuring the cluster. Auto-termination can also be enabled which allows Azure to terminate the cluster after a specified number of minutes of inactivity" [X Link](https://x.com/cloudandtechie/status/1788037527393202288) 2024-05-08T02:45Z [--] followers, [--] engagements "@howdataworks Azure Databricks brings unique benefits including optimized performance seamless Azure integration and powerful analytics capabilities. Its a compelling choice for data scientists engineers and business decision-makers in the cloud" [X Link](https://x.com/cloudandtechie/status/1788183228630884615) 2024-05-08T12:24Z [--] followers, [--] engagements "@howdataworks Compare to other platform i still see that databricks clusters are useful Lot of engineers are exploring Snowflake Apache Kafka has also cluster Confluent etc. but at the end what matter is cost and tech folks to manage those environments" [X Link](https://x.com/cloudandtechie/status/1788184031647219720) 2024-05-08T12:27Z [--] followers, [--] engagements "ππ§π»Top [--] technologies you must know as a Data Engineer: #DataEngineering #BigData #DataScience #MachineLearning #ArtificialIntelligence #Database #apachekafka #CloudComputing #cloudserver #MicrosoftAzure #AWS #GoogleCloud #pythonprogramming #SQL #Snowflake #Databricks #azureai" [X Link](https://x.com/cloudandtechie/status/1788417834156278093) 2024-05-09T03:56Z [--] followers, [---] engagements "ππ§π» Streaming Live Table in #databricks #dataengineering #Cloud #CloudComputing #coding #pythonprogramming #100daysofcode #MachineLearning #ArtificialIntelligence #AWS #googlecloudnext24 #streaming #SoftwareEngineering #dataengineer #BigData #DataAnalytics #azurecloudservices" [X Link](https://x.com/cloudandtechie/status/1788764719228358692) 2024-05-10T02:55Z [--] followers, [---] engagements "πReal-time Analytics: Streaming live tables enable you to analyze data as it arrives allowing for real-time insights into your data. This is crucial for applications where timely decisions need to be made based on the most current information. #dataengineering #BigData" [X Link](https://x.com/cloudandtechie/status/1788764993707741235) 2024-05-10T02:56Z [--] followers, [--] engagements "π Near Real-Time Reporting: By streaming data into tables you can generate near real-time reports and dashboards providing stakeholders with up-to-date information for decision-making. #dataengineering #BigData #azurecloudservices #databricks #AWS #pythonprogramming" [X Link](https://x.com/cloudandtechie/status/1788765365880963323) 2024-05-10T02:57Z [--] followers, [--] engagements "πIntegration with Machine Learning: Streaming live tables can feed data directly into machine learning models enabling real-time model training and inference. This is beneficial for applications like predictive maintenance and anomaly detection. #dataengineering #databricks" [X Link](https://x.com/cloudandtechie/status/1788765486374904083) 2024-05-10T02:58Z [--] followers, [--] engagements "πOperational Efficiency: Streaming live tables can help improve operational efficiency by automating processes that require real-time data ingestion and analysis reducing the need for manual intervention. #dataengineering #databricks #BigData #pythonprogramming #azureai" [X Link](https://x.com/cloudandtechie/status/1788765976768479656) 2024-05-10T03:00Z [--] followers, [--] engagements "πEvent-Driven Architectures: Streaming live tables are a key component of event-driven architectures allowing systems to react to events as they occur leading to more responsive and agile applications. #dataengineering #databricks #SoftwareEngineering #BigData #azureai" [X Link](https://x.com/cloudandtechie/status/1788766192234279054) 2024-05-10T03:01Z [--] followers, [--] engagements "ππ§π» Live Tables in #Databricks #dataengineering #BigData #SoftwareEngineering #DataScience #MachineLearning #ArtificialIntelligence #100DaysOfCode #AWS #MicrosoftAzure #SQL #DataAnalytics #Database #DataWarehouse #Cloud #CloudComputing #azurecloudservices #GoogleCloud #OpenAI" [X Link](https://x.com/cloudandtechie/status/1789103635894513799) 2024-05-11T01:22Z [--] followers, [---] engagements "πLive tables in Databricks typically refer to tables that are connected to a data source and are updated in real-time as new data comes in. #dataengineering #BigData #azurecloudservices #databricks #AWS #GoogleCloud #pythonprogramming #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1789104514345423140) 2024-05-11T01:25Z [--] followers, [---] engagements "πThey're often used in scenarios where you need to analyze or visualize constantly changing data streams such as IoT sensor data log files or financial market data. #dataengineering #BigData #databricks #azurecloudservices #AWS #GoogleCloud #pythonprogramming #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1789104729890627847) 2024-05-11T01:26Z [--] followers, [---] engagements "ππ§π»Top Data Analytics tools : #DataScience #DataAnalytics #MachineLearning #ArtificialIntelligence #Python #pythonprogramming #PowerBI #MicrosoftFabric #azurecloudservices #dataengineering #databricks #BigData #SoftwareEngineering #coding #100DaysOfCode #programmer #developers" [X Link](https://x.com/cloudandtechie/status/1789116620679586271) 2024-05-11T02:13Z [--] followers, [---] engagements "ππ§π» Stream Processing in #ApacheFlink #ApacheSpark β πApache Flink is an open-source distributed engine for stateful processing over unbounded (streams) and bounded (batches) data sets. #dataengineering #databricks #apachekafka #streaming #BigData #MachineLearning" [X Link](https://x.com/cloudandtechie/status/1789279699052683430) 2024-05-11T13:01Z [--] followers, [---] engagements "ππ§π» Flink's API in #ApacheFlink #ApacheSpark #ApacheKafka #dataengineering #BigData #programming #coding #azurecloudservices #MachineLearning #SoftwareEngineering #artificialinteligence #pythonprogramming #100DaysOfCode #MicrosoftAzure #Databricks #streaming #DataAnalytics" [X Link](https://x.com/cloudandtechie/status/1789284044905328700) 2024-05-11T13:18Z [--] followers, [---] engagements "We have technology ππ #programming #coding #codinglife #programmer #technologies #DataScience #MachineLearning #BigData #dataengineering #databricks #SoftwareEngineering #ArtificialIntelligence #100DaysOfCode #Memes #memesdaily #pythonprogramming #CodingJourney #openai" [X Link](https://x.com/cloudandtechie/status/1789491565318320556) 2024-05-12T03:03Z [--] followers, [---] engagements "What is Microsoft Azure π§π»πβ #CloudComputing #Cloud #BigData #MachineLearning #ArtificialIntelligence #SoftwareEngineering #programming #100DaysOfCode #codinglife #Databricks #azurecloudservices #azurecosmosdb #AWS #googlecloud #DataWarehouse #Database #DataScience #python" [X Link](https://x.com/cloudandtechie/status/1789835921598111778) 2024-05-13T01:51Z [--] followers, [---] engagements "πCloud Computing Platform: Azure is a comprehensive cloud computing platform offering a wide range of services including computing storage networking databases analytics and more. #dataengineering #DataScience #100DaysOfCode #MachineLearning #BigData" [X Link](https://x.com/cloudandtechie/status/1789842211917459948) 2024-05-13T02:16Z [--] followers, [--] engagements "πGlobal Data Centers: Microsoft Azure operates a vast network of data centers worldwide providing global coverage and ensuring low latency for users in different regions. #dataengineering #BigData #DataScience #ArtificialIntelligence #MachineLearning #azurecloudservices" [X Link](https://x.com/cloudandtechie/status/1789842460316750100) 2024-05-13T02:17Z [--] followers, [--] engagements "π Integration with Microsoft Products: Azure integrates seamlessly with other Microsoft products and services such as Office [---] Dynamics [---] and Windows Server providing a cohesive ecosystem for businesses. #dataengineering #BigData #MachineLearning #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1789842607306117571) 2024-05-13T02:18Z [--] followers, [--] engagements "πAI and Machine Learning Services: Azure provides a suite of AI and machine learning services enabling developers to build intelligent applications with capabilities such as speech recognition natural language processing and computer vision. #ArtificialIntelligence" [X Link](https://x.com/cloudandtechie/status/1789842725342192054) 2024-05-13T02:18Z [--] followers, [--] engagements "π Big Data and Analytics: Azure offers a range of big data and analytics services including Azure Synapse Analytics Azure HDInsight and Azure Databricks empowering organizations to derive insights from large volumes of data. #dataengineering #BigData #DataAnalytics" [X Link](https://x.com/cloudandtechie/status/1789842871601729853) 2024-05-13T02:19Z [--] followers, [--] engagements "π Internet of Things (IoT) Solutions: Azure IoT services enable organizations to connect monitor and manage IoT devices at scale facilitating the development of innovative IoT solutions. #dataengineering #BigData #MachineLearning #ArtificialIntelligence #pythonprogramming" [X Link](https://x.com/cloudandtechie/status/1789845275609108685) 2024-05-13T02:29Z [--] followers, [--] engagements "π Security and Compliance: Azure offers robust security features and compliance certifications ensuring that customer data is protected and meets regulatory requirements. #dataengineering #azurecloudservices #MicrosoftAzure #BigData #DataAnalytics #100DaysOfCode #DataWarehouse" [X Link](https://x.com/cloudandtechie/status/1789845488612651060) 2024-05-13T02:29Z [--] followers, [--] engagements "π Hybrid Capabilities: Azure provides hybrid cloud solutions allowing organizations to seamlessly integrate their on-premises infrastructure with the cloud for enhanced flexibility and control. #dataengineering #BigData #DataAnalytics #DataWarehouse #ArtificialIntelligence" [X Link](https://x.com/cloudandtechie/status/1789845657110409408) 2024-05-13T02:30Z [--] followers, [--] engagements "π Pay-As-You-Go Pricing: Azure offers a pay-as-you-go pricing model allowing users to pay only for the resources they consume without any upfront costs or long-term commitments. #dataengineering #BigData #databricks #DataAnalytics #DataWarehouse #datainfrastructure" [X Link](https://x.com/cloudandtechie/status/1789845838769881174) 2024-05-13T02:31Z [--] followers, [--] engagements "ππ§π» Breakdown of what happens behind the scenes when you submit a Spark job: #dataengineering #BigData #CloudComputing #Cloud #MicrosoftAzure #AWS #MachineLearning #artificalintelligence #100daysofcoding #Databricks #DataScience #DataAnalytics #datainfrastructure #OpenAI" [X Link](https://x.com/cloudandtechie/status/1789982648959414544) 2024-05-13T11:34Z [--] followers, [---] engagements "In fact within Python instance and class objects are mostly just dictionaries with links between them.π¨π»π #Python #pythonprogramming #100DaysOfCode #artificalintelligence #MachineLearning #coding #OpenAI #dataengineering #DataScience #DataAnalytics #developer #programmer" [X Link](https://x.com/cloudandtechie/status/1790096904241766636) 2024-05-13T19:08Z [--] followers, [--] engagements "π¨π»π Python best practice rule of thumb is to use docstrings for functional documentation (what your objects do) and hash-mark comments for more micro-level documentation (how arcane bits of code work). #Python #developer #100DaysOfCode #dataengineering #programmer #openai" [X Link](https://x.com/cloudandtechie/status/1790098495669780911) 2024-05-13T19:15Z [--] followers, [--] engagements "π¨π» Python has a host of tools that most would consider functional in nature which we enumerated in the preceding chapter closures generators lambdas comprehensions maps decorators function objects and more. #dataengineering #developer #programmer #100DaysOfCode #openai" [X Link](https://x.com/cloudandtechie/status/1790100800469155869) 2024-05-13T19:24Z [--] followers, [--] engagements "ππ¨π» Inheritance-tree climbing happens only on attribute reference not on attribute assignment. #dataengineering #100DaysOfCode #programmer #Python #coding #artificalintelligence #MachineLearning #OpenAI #programming #developer #softwaredevelopment" [X Link](https://x.com/cloudandtechie/status/1790101986114941131) 2024-05-13T19:29Z [--] followers, [--] engagements "Cloud Help Desk ππ #CloudComputing #cloud #database #dataengineering #AWS #GoogleCloud #MicrosoftAzure #MicrosoftFabric #azurecloud #BigData #DataScientist #MachineLearning #ArtificialIntelligence #OpenAI #SoftwareEngineer #100DaysOfCode #programmer #codingvibes #coding" [X Link](https://x.com/cloudandtechie/status/1790246949649862701) 2024-05-14T05:05Z [--] followers, [---] engagements "Working on Streaming Incremental aggregation dark mode theme always awesome βΊ ππ¨π» #databricks #dataengineer #dataengineering #BigData #Python #pythonprogramming #MachineLearning #ArtificialInteligence #coding #100DaysOfCode #ApacheSpark #ApacheFlink #ApacheKafka #streaming" [X Link](https://x.com/cloudandtechie/status/1790272839654015342) 2024-05-14T06:48Z [--] followers, [---] engagements "Chai and code π¨π» β #dataengineering #BigData #Cloud #CloudComputing #DataScience #OpenAI #coding #programming #chai #databricks #AWS #GoogleCloud #ApacheSpark #ApacheKafka #ApacheFlink #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1790342721624047879) 2024-05-14T11:25Z [--] followers, [---] engagements "ππ¨π» Good code is its own best documentation. As youre about to add a comment ask yourself How can I improve the code so that this comment isnt needed #programmer #100DaysOfCode #coding #codinglife #Python #developer #OpenAI #ArtificialInteligence #MachineLearning" [X Link](https://x.com/cloudandtechie/status/1790425904553873552) 2024-05-14T16:56Z [--] followers, [--] engagements "π¨π»π Python is dynamically typed and garbage-collected. It supports multiple programming paradigms including procedural object-oriented and functional programming. #pythonprogramming #100DaysOfCode #coding #Python #DataScience #MachineLearning #OpenAI #dataengineering" [X Link](https://x.com/cloudandtechie/status/1790452100503142472) 2024-05-14T18:40Z [--] followers, [--] engagements "ππ¨π» The most damaging phrase in the language of developers is: Its always been done this way. Break the cycle. Innovate. Innovation requires challenging the status quo and finding new ways to approach problems. #100DaysOfCode #developer #coding #programmer #OpenAI #AI" [X Link](https://x.com/cloudandtechie/status/1790455700449284566) 2024-05-14T18:54Z [--] followers, [--] engagements "π§π»π High Level Architecture of Real Time Streaming of Twitter Sentiment AWS π#dataengineering #BigData #aws #streaming #cloud #Datalake #ApacheKafka #ApacheFlink #database #Databricks #softwareengineering #100DaysofCode #coding #programmer #developer #MicrosoftAzure #OpenAI" [X Link](https://x.com/cloudandtechie/status/1790585205633487073) 2024-05-15T03:29Z [--] followers, [---] engagements "πIngestion: Data is ingested from the Data Source into Nifi. Streaming: Nifi sends the data to Kafka where it is buffered and made available for processing. #dataengineering #AWS #ApacheKafka #ApacheSpark #Datalake #database #100DaysOfCode #programming #coding #datagovernance" [X Link](https://x.com/cloudandtechie/status/1790586517003661483) 2024-05-15T03:34Z [--] followers, [--] engagements "πProcessing: Spark consumes the data from Kafka processes it and stores the processed results in MongoDB. #dataengineeing #BigData #AWS #GoogleCloud #MicrosoftAzure #OpenAI #database #Datalake #ApacheKafka #ApacheFlink #ApacheSpark #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1790586874849001637) 2024-05-15T03:35Z [--] followers, [--] engagements "πVisualization: The web application built with Plotly and Dash reads the processed data from MongoDB and presents it to users via a web interface. #dataengineering #BigData #AWS #GoogleCloud #MicrosoftAzure #Databricks #database #Datalake #programmer #100DaysOfCode #OpenAI" [X Link](https://x.com/cloudandtechie/status/1790587220619116921) 2024-05-15T03:37Z [--] followers, [--] engagements "Love the third one π #chatgpt #OpenAI #artificiallntelligence #MachineLearning" [X Link](https://x.com/cloudandtechie/status/1790597528670650724) 2024-05-15T04:18Z [--] followers, [--] engagements "ππ§π» Distributed Actor Frameworks #dataengineering #BigData #AWS #GoogleCloud #MicrosoftAzure #Databricks #ApacheSpark #ApacheFlink #database #Datalake #artificiallntelligence #MachineLearning #100DaysOfCode #coding #OpenAI #SoftwareEngineering #developer" [X Link](https://x.com/cloudandtechie/status/1790601942638747831) 2024-05-15T04:35Z [--] followers, [---] engagements "ππ§π»"In the world of programming the only limit is your imagination; code is the tool that turns dreams into reality byte by byte." #programming #coding #pythonprogramming #technology #100DaysofCode #OpenAI #MachineLearning #artificiallntelligence" [X Link](https://x.com/cloudandtechie/status/1790610581520839048) 2024-05-15T05:10Z [--] followers, [--] engagements "π§π»πThe early days: [----] to [----] from data warehousing to the web β #dataengineering #BigData #Datawarehouse #database #Datalake #datagovernance #AWS #GoogleCloud #MicrosoftAzure #Databricks #CodingJourney #100DaysofCode #DataAnalytics #MachineLearning #artificiallntelligence" [X Link](https://x.com/cloudandtechie/status/1790614159278944434) 2024-05-15T05:24Z [--] followers, [---] engagements "The visualization editor of @databricks is awesome πππ¨π» #dataengineering #dataviz #dataanalytics #BigData #100DaysOfCode #programmer #developer #AWS #GoogleCloud #MicrosoftAzure #azurecloudservices #Databricks #codinglife" [X Link](https://x.com/cloudandtechie/status/1790727709347442889) 2024-05-15T12:55Z [--] followers, [--] engagements "π¨π»πCode is poetry but sometimes it's more like a haiku - short cryptic and open to interpretation. #100DaysOfCode #programming #programmer #dataengineering #coding #codingvibes #developer #ArtificialIntelligence #MachineLearning #OpenAI" [X Link](https://x.com/cloudandtechie/status/1790790428406768086) 2024-05-15T17:04Z [--] followers, [--] engagements "ππ§π» What is Databricks Cluster : A Databricks cluster is a set of computation resources and configurations on which you run data engineering data science and data analytics workloads in Azure Databricks. #datarngineering #databricks #AWS #MicrosoftAzure #OpenAI #GoogleCloud" [X Link](https://x.com/cloudandtechie/status/1790943014984302598) 2024-05-16T03:11Z [--] followers, [---] engagements "πComponents:Driver Node: Coordinates the execution of tasks and distributes the work to worker nodes. Worker Nodes: Perform the actual computations and store the data. #dataengineering #BigData #AWS #MicrosoftAzure #GoogleCloud #100DaysOfCode #programmer #developer #OpenAI" [X Link](https://x.com/cloudandtechie/status/1790943326008721705) 2024-05-16T03:12Z [--] followers, [--] engagements "πManagement and Features:Auto-scaling: Automatically adjusts the number of worker nodes based on workload demand. Auto-termination: Automatically terminates the cluster after a specified period of inactivity to save costs. #dataengineering #BigData #100DaysofCode #OpenAI" [X Link](https://x.com/cloudandtechie/status/1790943733011378614) 2024-05-16T03:13Z [--] followers, [--] engagements "πIntegration:Integrated with Azure services like Azure Storage Azure SQL Database and Azure Active Directory for seamless data access and security. Utilizes Azure Kubernetes Service (AKS) for managing control-plane and data-plane operations. #dataengineering #databricks" [X Link](https://x.com/cloudandtechie/status/1790943881884029337) 2024-05-16T03:14Z [--] followers, [--] engagements "πPerformance Optimization:Leverages advanced Azure hardware (e.g. Dv3 VMs with NvMe SSDs) for high performance. Supports Spark optimizations to improve processing speed and efficiency. #dataengineering #databricks #BigData #SoftwareEngineering #100DaysofCode #OpenAI #coding" [X Link](https://x.com/cloudandtechie/status/1790944093683782038) 2024-05-16T03:15Z [--] followers, [--] engagements "πUse Cases:Data processing and transformation Machine learning model training and deployment Real-time data analysis and reporting. #dataengineering #Bigdata #coding #databricks #GoogleCloud #AWS #azurecloudservices #100daysofcode" [X Link](https://x.com/cloudandtechie/status/1790944327197474868) 2024-05-16T03:16Z [--] followers, [--] engagements "Azure Databricks Workspace π§π»π #dataengineering #databricks #cloud #cloudcomputing #dataanalytics #datascience #MachineLearning #AWS #MicrosoftAzure #azurecloudservices #googlecloud #pythonprogramming #developer #100DaysOfCode #coding" [X Link](https://x.com/cloudandtechie/status/1791009107299934426) 2024-05-16T07:33Z [--] followers, [--] engagements "ππ§π» How Azure manages cluster resources: #dataengineering #databricks #cloudcomputing #azurecloudservices #MicrosoftAzure #AWS #GoogleCloud #programming #coding #100DaysOfCode #DataScience #MachineLearning #artificiallntelligence #BigData #SoftwareEngineering #coding #OpenAI" [X Link](https://x.com/cloudandtechie/status/1791282861502509304) 2024-05-17T01:41Z [--] followers, [---] engagements "πDatabricks appliance deployment: Deployed into Azure as a managed resource group within your subscription. #dataengineering #BigData #AWS #GoogleCloud #azurecloudservices #databricks #100DaysofCode #developer #programming #pythonprogramming" [X Link](https://x.com/cloudandtechie/status/1791283394124665020) 2024-05-17T01:43Z [--] followers, [---] engagements "πManaged resource group contents: Driver and worker VMs for your clusters. Other required resources: Virtual network Security group Storage account #dataengineering #BigData #100DaysOfCode #programmer #programming #AWS #azurecloudservices #databricks #googlecloud" [X Link](https://x.com/cloudandtechie/status/1791283737881448601) 2024-05-17T01:44Z [--] followers, [--] engagements "πMetadata management: All cluster metadata (e.g. scheduled jobs) is stored in an Azure Database. Azure Database is geo-replicated for fault tolerance. #dataengineering #BigData #AWS #googlecloud #databricks #100daysofcode #coding #programmmer #developer #OpenAI #datalake" [X Link](https://x.com/cloudandtechie/status/1791284083735273620) 2024-05-17T01:46Z [--] followers, [---] engagements "ππ§π» Running Spark Codes in Databricks notebook #dataengineering #BigData #databricks #AWS #azureclouservices #MicrosoftAzure #SoftwareEngieering #dataengineer #datalake #googlecloud #100DaysOfCode #coding #programming #programmer #datascience #ArtificialIntelligence #OpenAI" [X Link](https://x.com/cloudandtechie/status/1791643427819717044) 2024-05-18T01:34Z [--] followers, [---] engagements "πAzure Databricks includes an integrated notebook interface for working with Spark. Notebooks provide an intuitive way to combine code with Markdown notes commonly used by data scientists and data analysts. #dataengineering #BigData #DataScience #MachineLearning #100DaysOfCode" [X Link](https://x.com/cloudandtechie/status/1791643674956435959) 2024-05-18T01:35Z [--] followers, [--] engagements "πThe look and feel of the integrated notebook experience within Azure Databricks is similar to that of Jupyter notebooks - a popular open source notebook platform. #dataengineering #databricks #ArtificialIntelligence #OpenAI #GenAI #100DaysOfCode #GoogleCloud #AWS #azurecloud" [X Link](https://x.com/cloudandtechie/status/1791644014929990056) 2024-05-18T01:36Z [--] followers, [--] engagements "Love this theme ππ§π» #dataengineering #coding #programmer #programming #100DaysOfCode #pythonprogramming #DataScience #MachineLearning #OpenAI" [X Link](https://x.com/cloudandtechie/status/1791818221781434523) 2024-05-18T13:08Z [--] followers, [--] engagements "@csaba_kissi I am solving leet code problem for SQL and python every day apart from my daily work routine on checking the notebooks in databricks and python solutions which we have already created for existing projects or working on enhancements request from customers side" [X Link](https://x.com/cloudandtechie/status/1792088077349073191) 2024-05-19T07:01Z [--] followers, [--] engagements "π§π»π Azure Data Lake Storage Gen [--] #dataengineering #BigData #Cloudcmputing #Databricks #azurecloudservices #AWS #googlecloud #softwareengineeing #datascience #machinelearning #100DaysOfCode #artificiallntelligence #OpenAI #programmer #developer #codinglife #database #dataset" [X Link](https://x.com/cloudandtechie/status/1792363178434887707) 2024-05-20T01:14Z [--] followers, [---] engagements "πBuilt on Azure Blob Storage: Azure Data Lake Storage Gen2 (ADLS Gen2) leverages the existing capabilities of Azure Blob Storage offering its scalability security and cost-effectiveness. #dataengineering #100DaysOfCode #Databricks #AWS #azurecloudservices #developer" [X Link](https://x.com/cloudandtechie/status/1792363596879642893) 2024-05-20T01:15Z [--] followers, [--] engagements "πFile-level Security: ADLS Gen2 goes beyond traditional object storage security by offering fine-grained access control at the file level. #dataengineering #BigData #databricks #100DaysOfCode #DataAnalytics #DataScience #MachineLearning #OpenAI #artificiallyinteligence" [X Link](https://x.com/cloudandtechie/status/1792363881861657076) 2024-05-20T01:17Z [--] followers, [---] engagements "πHierarchical Namespace: ADLS Gen2 organizes data in a folder structure providing a familiar way to manage your data lake. #dataengineering #BigData #databricks #100DaysOfCode #DataAnalytics #DataScience #MachineLearning #OpenAI #artificiallntelligence" [X Link](https://x.com/cloudandtechie/status/1792364251824431268) 2024-05-20T01:18Z [--] followers, [--] engagements "πIntegrated with Azure Analytics Stack: ADLS Gen2 integrates tightly with various Azure data analytics services like Azure Data Factory and Azure Synapse Analytics facilitating efficient data processing and analysis workflows. #dataengineering #OpenAI #MachineLearning" [X Link](https://x.com/cloudandtechie/status/1792364456170918244) 2024-05-20T01:19Z [--] followers, [--] engagements "@howdataworks The cloud providers (Azure AWS Google Cloud) all offer data lake storage. They're similar in scalability security and durability. Key differences lie in data processing and underlying storage. Azure integrates well with its own analytics tools. AWS requires separate services" [X Link](https://x.com/cloudandtechie/status/1792399254822244794) 2024-05-20T03:37Z [--] followers, [--] engagements "Data engineers are the unsung heroes building the hidden infrastructure that powers data-driven decisions. The future is theirs to sculpt line by line of code."ππ¨π» #dataengineering #100DaysOfCode #coding #programming #DataDriven #DataMining #ArtificialIntelligence #OpenAI" [X Link](https://x.com/cloudandtechie/status/1792607943168504246) 2024-05-20T17:26Z [--] followers, [--] engagements "Compare Azure Data Lake Store to Azure Blob storage ππ§π» #dataengineering #BigData #azurecloudservices #googlecloud #aws #100DaysOfCode #programming #programmer #softwareengineering #database #databricks #MicrosoftAzure #dataengineer #MachineLearning #ArtificialIntelligence" [X Link](https://x.com/cloudandtechie/status/1792728937124208882) 2024-05-21T01:27Z [--] followers, [---] engagements "πAzure Data Lake Storage Gen2 builds on blob storage and optimizes I/O of high-volume data by using a hierarchical namespace that organizes blob data into directories and stores metadata about each directory and the files within it. #dataengineering #artificiallntelligence" [X Link](https://x.com/cloudandtechie/status/1792729112051876165) 2024-05-21T01:28Z [--] followers, [--] engagements "πHierarchical namespaces keep the data organized which yields better storage and retrieval performance for an analytical use case and lowers the cost of analysis. #dataengineering #BigData #OpenAI #100DaysOfCode #ArtificialIntelligence #MachineLearning #database #databricks" [X Link](https://x.com/cloudandtechie/status/1792729953664155894) 2024-05-21T01:31Z [--] followers, [--] engagements ""The elegance of data engineering lies in building robust systems that can handle the chaos of information transforming it into a symphony of insights." #dataengineering #programming #coding #100DaysOfCode #OpenAI #DataStorytelling #DataStrategy #databricks #ApacheKafka" [X Link](https://x.com/cloudandtechie/status/1792797096476918262) 2024-05-21T05:58Z [--] followers, [--] engagements ""Coding isn't magic but it can feel pretty darn close when you see your creation come to life. It's the ultimate act of turning thoughts into tangible realities one line at a time."ππ¨π» #100DaysOfCode #coding #programmer #developer #dataengineering #ArtificialIntelligence" [X Link](https://x.com/cloudandtechie/status/1792916099371016535) 2024-05-21T13:51Z [--] followers, [---] engagements "π§π»π Big Data Processing and Analytics with ADLS Gen [--]. #dataengineering #BigData #azurecloudservices #database #AWS #GoogleCloud #MicrosoftAzure #codinglife #100DaysOfCode #MachineLearning #ArtificialIntelligence #OpenAI #CloudWorld #dataengineer #DataScience #DataAnalytics" [X Link](https://x.com/cloudandtechie/status/1793088633085600016) 2024-05-22T01:16Z [--] followers, [---] engagements "πHigh-throughput analytics: ADLS Gen [--] is built for handling massive datasets efficiently enabling faster processing and quicker time to insights. #dataengineering #100DaysOfCode #pythonprogramming #programmer #developer #BigData" [X Link](https://x.com/cloudandtechie/status/1793088845648716144) 2024-05-22T01:17Z [--] followers, [--] engagements "πHadoop ecosystem integration: It seamlessly integrates with popular big data tools like Hadoop Distributed File System (HDFS) Apache Spark and HDInsight allowing you to leverage existing frameworks for data processing. #dataengineering #100DaysOfCode #developer #OpenAI" [X Link](https://x.com/cloudandtechie/status/1793089020802797578) 2024-05-22T01:18Z [--] followers, [--] engagements "πScalability: ADLS Gen [--] scales elastically to accommodate growing data volumes ensuring your storage can keep pace with your analytics needs. #dataengineering #BigData #100DaysOfCode #DataBricks #programmer #developer #codinglife" [X Link](https://x.com/cloudandtechie/status/1793089226952888508) 2024-05-22T01:19Z [--] followers, [--] engagements "πFile system semantics: ADLS Gen [--] provides a familiar file system hierarchy making it easier to navigate and manage your data lake using traditional tools. #dataengineering #100DaysOfCode #DataScience #MachineLearning #ArtificialIntelligence #softwareengineering #OpenAI" [X Link](https://x.com/cloudandtechie/status/1793089651198349817) 2024-05-22T01:21Z [--] followers, [--] engagements "π§π»π Data warehousing in Azure . #dataengineering #BigData #softwareengineering #databricks #AWS #azurecloudservices #MicrosoftAzure #DataAnalytics #Datawarehouse #artificiallntelligence #MachineLearning #100DaysOfCode #programmer #developer #codinglife #googlecloud #OpenAI" [X Link](https://x.com/cloudandtechie/status/1793453903784427969) 2024-05-23T01:28Z [--] followers, [---] engagements "πData Source: Extracts data from operational systems. πData Landing Zone: Loads data into an Azure Data Lake Storage Gen2 container (data lake). #dataengineering #programming #codinglife #BigData #100DaysOfCode #ArtificialIntelligence #MachineLearning #DataDriven" [X Link](https://x.com/cloudandtechie/status/1793454530467946540) 2024-05-23T01:30Z [--] followers, [--] engagements "π Data Processing & Warehousing: Processes and transforms data before loading it into a dedicated SQL pool in Azure Synapse Analytics (relational data warehouse). #dataengineering #100DaysOfCode #BigData #OpenAI #MachineLearning #AWS #Googlecloud #datawarehouse #codinglife" [X Link](https://x.com/cloudandtechie/status/1793454786622484831) 2024-05-23T01:31Z [--] followers, [--] engagements "Get Ready for AWS Summit India ππ§π» π Generative AI π Cloud Technology π Security Compliance and resilience π Machine Learning & Artificial Intelligence #dataengineering #MachineLearning #ArtificialIntelligence #AWSSummitIndia #GenerativeAI #programming #developer" [X Link](https://x.com/cloudandtechie/status/1793487032842605055) 2024-05-23T03:40Z [--] followers, [---] engagements "Vice President Jamie Valles talking about opportunities growth renewal energy skills development artificial intelligence in India @awscloud #AWSSummit #dataengineering #AWS #ArtificialIntelligence #GenerativeAI #MachineLearning" [X Link](https://x.com/cloudandtechie/status/1793508987931185543) 2024-05-23T05:07Z [--] followers, [---] engagements "π§π»π Data Engineering Cloud - Key Integrations #dataengineering #BigData #MicrosoftAzure #googlecloud #AWS #databricks #softwareengineering #programmer #programming #coding #100DaysOfCode #MachineLearning #ArtificialIntelligence #OpenAI #datagovernance #DataScience" [X Link](https://x.com/cloudandtechie/status/1793820066464792992) 2024-05-24T01:43Z [--] followers, [---] engagements "π Services used in data engineering from various cloud providers - Azure AWS Google Cloud #dataengineering #100DaysOfCode #programmer #coding #MachineLearning #ArtificialIntelligence #programming #pythonprogramming" [X Link](https://x.com/cloudandtechie/status/1793820851588194386) 2024-05-24T01:46Z [--] followers, [---] engagements "ππ§π» ETL services used in Data Engineering #dataengineering #BigData #MicrosoftAzure #AWS #GoogleCloud #databricks #softwareengineering #programmer #programming #coding #codinglife #100DaysOfCode #MachineLearning #ArtificialIntelligence #OpenAI #ApacheKafka #ApacheSpark" [X Link](https://x.com/cloudandtechie/status/1794180883433599168) 2024-05-25T01:37Z [---] followers, [---] engagements "πOpen-source options include Apache Airflow for managing ETL workflows Apache Spark for large data transformations and Talend or Pentaho for building ETL pipelines with a visual interface. #dataengineeering #BigData #100DaysOfCode #programming #databricks #apachekafka" [X Link](https://x.com/cloudandtechie/status/1794181604396712193) 2024-05-25T01:40Z [---] followers, [---] engagements "πCommercial ETL tools like Informatica PowerCenter and IBM Infosphere Information Server provide robust features for complex high-volume data pipelines. Microsoft SQL Server Integration Services is another option for data integration within the Microsoft environment. #OpenAI" [X Link](https://x.com/cloudandtechie/status/1794181965677289900) 2024-05-25T01:41Z [--] followers, [--] engagements "ππ§π» CI/CD Pipeline services by different cloud provider : #dataengineering #BigData #AWS #googlecloud #MicrosoftAzure #databricks #100DaysOfCode #programming #programmers #developer #CodingJourney #coding #pythonprogramming #SoftwareEngineering #OpenAI #ArtificialIntelligence" [X Link](https://x.com/cloudandtechie/status/1794903880301777079) 2024-05-27T01:30Z [--] followers, [---] engagements ""Clean code the foundation. Data engineering the architect. Together they build the bridge from raw data to actionable knowledge." ππ§π» #dataengineering #100DaysOfCode #coding #programmer #developer #artificiallntelligence #MachineLearning #pythonprogramming #OpenAI #AWS" [X Link](https://x.com/cloudandtechie/status/1795088015041212722) 2024-05-27T13:41Z [--] followers, [---] engagements Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing
@codecloudtech Abhishek TripathiAbhishek Tripathi posts on X about databricks, azure, open ai, artificial intelligence the most. They currently have [---] followers and [---] posts still getting attention that total [---] engagements in the last [--] hours.
Social category influence technology brands stocks finance countries social networks
Social topic influence databricks, azure, open ai, artificial intelligence, microsoft, $googl, realtime, google, synapse, developers
Top accounts mentioned or mentioned by @azure @hdfcbankcares @hdfcbank @batsouelef @rbi @datawithmohit @howdataworks @alteryx @nsitharaman @nsitharamanoffc @jacquelinesyc19 @databricks @csabakissi @theofficialsbi @adipolak @veebrandt @eczachly @awscloud @craciun07 @coursera
Top assets mentioned Microsoft Corp. (MSFT) Alphabet Inc Class A (GOOGL) Synapse (SYN) MongoDB, Inc. (MDB) Hive Digital Technologies Ltd (HIVE) IBM (IBM) Fusion (FSN) Data Lake (LAKE)
Top posts by engagements in the last [--] hours
"π¨π»Apache Spark Streaming Execution Model π #dataengineering #SoftwareEngineering #cloud #cloudsolutions #databricks #ADF #AWS #learnwithme #hadoop #BigData #DataAnalytics #DataScience #Machinelearning #ArtificialInteligence #100DaysOfCode"
X Link 2024-04-01T07:58Z [--] followers, [--] engagements
"π¨π»β What is Cluster Access Control in #Databricks Administrators can enable cluster access control to provide the required rights for Azure Databricks users. #dataengineering #SoftwareEngineering #Cloud #AWS #MicrosoftAzure #BigData #BigDataAnalytics #AI #MachineLearning"
X Link 2024-04-01T08:40Z [--] followers, [--] engagements
"π¨π» Create your first pipeline β #dataenginneering #dataengineer #AWS #MicrosoftAzure #Databricks #Datalake #Cloud #SoftwareEngineering #MachineLearning #ArtificialInteligence #100DaysOfCode #deltalake https://learn.microsoft.com/en-us/azure/devops/pipelines/create-first-pipelineview=azure-devops&tabs=java%2Cbrowser https://learn.microsoft.com/en-us/azure/devops/pipelines/create-first-pipelineview=azure-devops&tabs=java%2Cbrowser"
X Link 2024-04-01T09:47Z [--] followers, [--] engagements
"π¨π» CI / CD pipelines in ADF β #dataengineer #dataengineering #AWS #BigData #Microsoft #Microsoft365 #MicrosoftAzure #Databricks #SoftwareEngineering #MachineLearning #ArtificialIntelligence #Python #programmer #programming #coding #100DaysOfCode https://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery https://learn.microsoft.com/en-us/azure/data-factory/continuous-integration-delivery"
X Link 2024-04-01T18:38Z [--] followers, [---] engagements
"π¨π»Watermarking in Azure Data Factory π #DataEngineering #Cloud #AWS #DataAnalytics #Databricks #Deltalake #Datalake #DataScience #MachineLearning #ArtificialInteligence #coding #codinglife #SoftwareEngineering #Azure #MicrosoftFabric #100DaysOfCode https://learn.microsoft.com/en-us/azure/data-factory/tutorial-incremental-copy-overview https://learn.microsoft.com/en-us/azure/data-factory/tutorial-incremental-copy-overview"
X Link 2024-04-02T06:05Z [--] followers, [---] engagements
"π¨π» Creating Unity Catalog metastore in Databricks π #DataEngineering #Cloud #AWS #DataAnalytics #Databricks #Deltalake #Datalake #DataScience #MachineLearning #ArtificialInteligence #coding #codinglife #SoftwareEngineering #Azure #MicrosoftFabric #100DaysOfCode"
X Link 2024-04-02T11:37Z [--] followers, [--] engagements
"Databricks Certification ππ¨π»ππ #Cloud #CloudComputing #DataEngineering #DataEngineer #Databricks #Microsoft #Database #DataScience #MachineLearning #ArtificialIntelligence #BigData #DataAnalytics #100DaysOfCode #MicrosoftAzure #SoftwareEngineering #100DaysOfAI #CodingJourney"
X Link 2024-04-02T12:24Z [--] followers, [---] engagements
"βπ¨π» Azure Databricks Unity Catalog β‘β
#Cloud #CloudComputing #dataengineering #Databricks #AWS #MicrosoftFabric #MicrosoftAzure #AzureCosmosDB #AzureSQL #ArtificialIntelligence #MachineLearning #DataScience #100DaysOfCode #100DaysOfAI #codinglife #BigData #DataAnalytics"
X Link 2024-04-03T06:35Z [--] followers, [--] engagements
"π¨π»β
Ingest Data to Databricks Lakehouse #CloudComputing #Cloud #Azure #Databricks #AWS #BigData #DataAnalytics #dataengineering #SoftwaEngineering #MachineLearning #ArtificialInteligence #OpenAI #100DaysOfAI #100DaysOfCode #MicrosoftFabric #MicrosoftAzure #technology"
X Link 2024-04-03T08:39Z [--] followers, [---] engagements
"π¨π»β
Diving into Delta Lake Schema Enforcement & Evolution #Cloud #CloudComputing #AWS #Microsoft #MicrosoftFabric #MicrosoftAzure #DataAnalytics #DataScience #100DaysOfAI #100DaysOfCode #Databricks #dataengineering #BigData #ArtificialInteligence #programming #coding"
X Link 2024-04-03T11:21Z [--] followers, [---] engagements
"β
π¨π» Setting up Unity Catalog in Databricks #Cloud #CloudComputing #dataengineering #BigData #SoftwareEngineering #LearningJourney #AWS #MicrosoftFabric #MicrosoftAzure #DataBricks #Datalake #DeltaLiveTables #DataScience #MachineLearning #artificalintelligence #OpenAI"
X Link 2024-04-03T13:32Z [--] followers, [---] engagements
"β
β‘π¨π»β Medallion Architecture in #Databricks #Cloud #Cloudtechnology #technology #DataScience #DataAnalytics #MachineLearning #ArtificialInteligence #dataengineering #AWSSummit #MicrosoftFabric #MicrosoftAzure #OpenAI #GenAI #SoftwareEngineering #codinglife #programming"
X Link 2024-04-04T07:51Z [--] followers, [---] engagements
"β
π¨π» Databricks Access Controller #Cloud #CloudComputing #Databricks #DataAnalytics #DataScience #MachineLearning #BigData #AWS #MicrosoftAzure #Azure #artificalintelligence #codinglife #coding #pythonprogramming #programming #dataengineering #dataengineer #programmer"
X Link 2024-04-04T11:53Z [--] followers, [--] engagements
"π¨π»β‘ Cluster in #Databricks β
#Cloud #CloudComputing #BigData #AzureDataBricks #MicrosoftAzure #MicrosoftFabric #DataScience #DataAnalytics #dataengineering #SoftwareEngineering #codinglife #programming #MachineLearning #ArtificialIntelligence #100DaysOfNoCode #AI #OpenAI #AWS"
X Link 2024-04-06T03:57Z [--] followers, [---] engagements
"A Databricks cluster is a set of computation resources and configurations on which you run data engineering data science and data analytics workloads such as production ETL pipelines streaming analytics ad-hoc analytics and machine learning. #BigData #dataengineering"
X Link 2024-04-06T04:01Z [--] followers, [--] engagements
"β‘π¨π» Application Master Container in #Databricks #SoftwareEngineering #dataengineer #dataengineering #Cloud #CloudComputing #BigData #MicrosoftFabric #MicrosoftAzure #AWS #DataAnalytics #DataScience #MachineLearning #ArtificialIntelligence #Python #programming #programmer"
X Link 2024-04-06T08:15Z [--] followers, [---] engagements
"ApplicationMaster is a standalone application that YARN NodeManager runs inside a YARN resource container and is responsible for the execution of a Spark application on YARN. #BigData #100DaysOfCode #100DaysOfAI #100daysofcodechallenge #SoftwareEngineering"
X Link 2024-04-06T08:17Z [--] followers, [--] engagements
"Hi Everyone I am looking to #Connect with people who are interested in ----- π¨π» Data Engineering π Data Analysis β Microsoft Azure AWS π§±Databricks Coding π¨π¬ AI/ML/GenAI Let's grow together β"
X Link 2024-04-06T08:25Z [--] followers, [--] engagements
"The Application Master will run inside the Driver container (Yarn-Cluster mode). #100daysofcodechallenge #100DaysOfAI #SoftwareEngineering #dataengineering #Databricks #AWS #MicrosoftAzure #BigData #programming #coding #codinglife #pythonprogramming"
X Link 2024-04-06T08:36Z [--] followers, [--] engagements
"β
Azure Resources Databricks Runtime Cloud service and Collaborative workspace π¨π» #Databricks #dataengineering #SoftwareEngineering #CodingJourney #MachineLearning #ArtificialIntelligence #BigData #AWS #MicorosoftAzure #dataengineer #programming #pythonprogramming #programmer"
X Link 2024-04-07T04:25Z [--] followers, [---] engagements
"β
Databricks Collaborative workspace - The Workspace root folder is a container for all of your organization's Databricks static assets. Within the Workspace root folder: Shared is for sharing objects across your organization. #100DaysOfAI #100DaysOfNoCode #dataengineering"
X Link 2024-04-07T04:27Z [--] followers, [---] engagements
"π¨π»All users have full permissions for all objects in Shared. Users contains a folder for each user. #dataengineering #dataengineer #SoftwareEngineering #100daysofcodechallenge #100DaysOfAI #CloudComputing #Cloud #Databricks"
X Link 2024-04-07T04:28Z [--] followers, [--] engagements
"β
Apache Spark Ecosystem in #Databricks π¨π»β #dataengineering #Cloud #CloudAI #CloudComputing #ArtificialInteligence #MachineLearning #dataengineer #MicrosoftAzure #AzureAI #DataScience #DataAnalytics #pythonprogramming #Python #100DaysOfCode #BigData #100DaysOfAI #coding"
X Link 2024-04-09T04:09Z [--] followers, [---] engagements
"Structured Streaming lets you express computation on streaming data in the same way you express a batch computation on static data. #100DaysOfCode #MachineLearning #BigData #AI #ArtificialInteligence #coding #AWS #MicrosoftAzure #Databricks"
X Link 2024-04-09T04:10Z [--] followers, [--] engagements
"β
Datasets - A dataset is a collection of data that can be used for analytics or to train machine learning models. #MachineLearning #100DaysOfCode #100DaysOfAI #coding #programming #Databricks #softwareengineer #dataengineer"
X Link 2024-04-09T04:12Z [--] followers, [--] engagements
"β
βπ¨π» Spark Jobs in #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #Python #OpenAI"
X Link 2024-04-10T04:19Z [--] followers, [---] engagements
"When running a Spark application there is the concept of a Spark job. At runtime the Spark driver converts your Spark application into a job that is transformed into a directed acyclic graph (DAG) which is the execution plan. #100DaysofAI #Databricks #dataengineering #OpenAI"
X Link 2024-04-10T04:20Z [--] followers, [---] engagements
"β
βπ¨π»β‘DataFrame in #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #Python #OpenAI"
X Link 2024-04-11T03:46Z [--] followers, [---] engagements
"Spark DataFrames can be created from various sources such as Hive tables log tables external databases or the existing RDDs. DataFrames allow the processing of huge amounts of data. #100daysofcodechallenge #100daysofcoding #pythonprogramming #pythonquiz #SoftwareEngineer"
X Link 2024-04-11T03:47Z [--] followers, [--] engagements
"Spark DataFrames can contain universal data types like StringType and IntegerType as well as data types that are specific to Spark such as StructType. Missing or incomplete values are stored as null values in the DataFrame. #Databricks #BigData #pythonprogramming #codinglife"
X Link 2024-04-11T03:51Z [--] followers, [--] engagements
"π§±π¨π»β‘ Architecture of Unity Catalog #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #Python"
X Link 2024-04-12T04:11Z [--] followers, [---] engagements
"Databricks Unity Catalog offers a unified governance layer for data and AI within the Databricks Data Intelligence Platform. #Databricks #dataengineering #dataengineer #100DaysOfCode #100DaysOfNoCode #pythonprogramming #coding"
X Link 2024-04-12T04:12Z [--] followers, [--] engagements
"User management in Databricks is crucial for ensuring security compliance and efficient collaboration within data analytics and machine learning workflows. #dataengineering #DataScience #MachineLearning #DataAnalytics #pythonprogramming #OpenAI #ArtificialIntelligence"
X Link 2024-04-12T04:15Z [--] followers, [--] engagements
"π§± Databricks Workspace provides a unified and collaborative environment for data analytics and machine learning empowering teams to derive insights from big data and build advanced analytics applications efficiently #Databricks #dataengineering #Bigdata"
X Link 2024-04-12T04:16Z [--] followers, [--] engagements
"SQL Data Warehouses in Databricks provide a scalable high-performance and cost-effective solution for running analytical SQL workloads on big data enabling organizations to derive insights and make data-driven decisions effectively'. #dataengineering #SoftwareEngineer"
X Link 2024-04-12T04:17Z [--] followers, [--] engagements
"π¨π»β
Spark SQL Engine Logical Planβ‘ #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #Python"
X Link 2024-04-13T04:24Z [--] followers, [----] engagements
"β‘ The logical plan is generated by Spark SQL's parser and analyzer based on the SQL query or DataFrame operations provided by the user. #Databricks #dataengineering #SoftwareEngineer #100DaysOfCode #100daysofcoding #100DaysOfAI"
X Link 2024-04-13T04:26Z [--] followers, [--] engagements
"β‘ An unresolved logical plan in the SQL engine refers to a stage in the query processing where certain parts of the logical plan cannot be resolved to concrete objects or expressions. #DataScience #DataBricks #DataAnalytics #dataengineering #SoftwareEngineer"
X Link 2024-04-13T04:28Z [--] followers, [--] engagements
"β‘ An optimized logical plan in the SQL engine refers to the result of applying various optimization rules and transformations to the initial logical plan generated from a SQL query or DataFrame operations. #Databricks #DataScience #100DaysOfCode #100DaysOfAI #pythonprogramming"
X Link 2024-04-13T04:29Z [--] followers, [--] engagements
"β‘ The physical plan in the SQL engine represents the actual execution strategy for processing a query or DataFrame operations on a distributed Spark cluster. #BigData #ArtificialInteligence #DataBricks #apachekafka"
X Link 2024-04-13T04:30Z [--] followers, [--] engagements
"β‘ A cost model in a SQL engine is a mathematical model used to estimate the computational cost of executing a query plan or operation. #Databricks #dataengineer #dataengineering #SoftwareEngineer #pythonprogramming #Python #100DaysOfAI"
X Link 2024-04-13T04:31Z [--] followers, [--] engagements
"β‘π¨π» Azure AI Fundamentals Learning path by Microsoft #Cloud #CloudComputing #DataAnalytics #databricks #dataengineer #dataengineering #SoftwareEngineer #developer #AzureAI #AzureCosmosDB #AWS #codinglife #CodingJourney #100DaysOfLearning #OpenAI https://learn.microsoft.com/en-us/training/paths/document-intelligence-knowledge-mining/ https://learn.microsoft.com/en-us/training/paths/document-intelligence-knowledge-mining/"
X Link 2024-04-13T10:53Z [--] followers, [---] engagements
"π¨π»Azure #Databricks clusters β‘β
#BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #pythonprogramming"
X Link 2024-04-15T03:41Z [--] followers, [---] engagements
"β
An Azure Databricks cluster is a managed computing environment provided by Azure Databricks a unified analytics platform built on Apache Spark. It's designed to process big data and perform advanced analytics tasks efficiently and at scale. #dataengineering #100DaysOfAI"
X Link 2024-04-15T03:41Z [--] followers, [--] engagements
"β
Managed Service: Azure Databricks takes care of provisioning configuring and managing the underlying infrastructure of the Spark cluster allowing users to focus on their data analytics tasks without worrying about infrastructure management. #dataengineering #databricks"
X Link 2024-04-15T03:42Z [--] followers, [--] engagements
"β
Scalability: Azure Databricks clusters can scale both vertically (by adding more powerful nodes) and horizontally (by adding more worker nodes). This scalability ensures that the cluster can handle increasing workloads and process large volumes of data efficiently. #DataBricks"
X Link 2024-04-15T03:43Z [--] followers, [--] engagements
"β
Integration: Azure Databricks integrates seamlessly with other Azure services such as Azure Storage Azure SQL Database Azure Synapse Analytics and Azure Active Directory. #dataengineering #dataengineer #BigData #DataAnalytics #DataScience #AI #codinglife"
X Link 2024-04-15T03:45Z [--] followers, [--] engagements
"β
Security: Databricks provides robust security features to protect sensitive data and resources. This includes encryption at rest and in transit role-based access control (RBAC) network isolation and auditing/logging capabilities. #dataengineering #AWS #AzureCosmosDB"
X Link 2024-04-15T03:45Z [--] followers, [--] engagements
"π¨π»Azure #Databricks Workflows β‘π§± #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #pythonprogramming"
X Link 2024-04-16T04:33Z [--] followers, [---] engagements
"β
Data Ingestion: Before you can analyze or process data you need to ingest it into your Databricks environment. #DataWarehouse #Databricks #dataengineer #dataengineering #SoftwareDeveloper #coding #100DaysOfCode #100daysofcoding #100DaysOfAI"
X Link 2024-04-16T04:36Z [--] followers, [--] engagements
"β
Data Processing: Once the data is ingested you can perform various processing tasks on it. Azure Databricks supports distributed processing using Apache Spark which enables you to handle large-scale data processing tasks efficiently. #dataengineer #dataengineering"
X Link 2024-04-16T04:38Z [--] followers, [--] engagements
"β
Workflow Orchestration: Azure Databricks integrates with various workflow orchestration tools such as Apache Airflow Azure Data Factory and Azure Synapse Analytics. #DataWarehouse #dataengineer #dataengineering #100DaysOfCode"
X Link 2024-04-16T04:38Z [--] followers, [--] engagements
"β
Monitoring and Optimization: Azure Databricks provides built-in monitoring and logging capabilities that allow you to track the performance of your workflows and identify any bottlenecks or issues. #DataWarehouse #datainfrastructure #dataengineer"
X Link 2024-04-16T04:40Z [--] followers, [--] engagements
"β
Integration with Azure Services: Azure Databricks seamlessly integrates with other Azure services such as Azure Active Directory for authentication and access control Azure Key Vault for managing secrets and keys and Azure Monitor for monitoring and logging. #dataengineering"
X Link 2024-04-16T04:41Z [--] followers, [--] engagements
"π¨π»#Databricks Access Control β‘ #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #pythonprogramming #GCP"
X Link 2024-04-17T03:38Z [--] followers, [---] engagements
"β
Access Control can be defined for Workspaces Clusters Jobs and REST APIs. #dataengineering #dataengineer #BigData #DataAnalytics #DataScience #MachineLearning #artificalintelligence #100DaysofAI #100daysofcoding #learning #LearningJourney #Databricks"
X Link 2024-04-17T03:40Z [--] followers, [--] engagements
"β
Databricks access control refers to the set of mechanisms and policies used to regulate and manage user access to resources and functionalities within the Databricks platform. #Databricks #dataengineering #dataengineer #BigData #pythonprogramming #coding #100DaysofAI"
X Link 2024-04-17T03:42Z [--] followers, [--] engagements
"β
Access control in Databricks typically involves: β‘ User Authentication β‘ Authorization β‘ Permissions Management β‘ Role-Based Access Control (RBAC) β‘ Resource-Level Access Control β‘ Audit Logging #dataengineering #dataenginer #BigData #Databricks"
X Link 2024-04-17T03:45Z [--] followers, [--] engagements
"β
π¨π»π§±Azure #databricks core Artifacts #dataengineering #dataengineer #BigData #SoftwareEngineer #SoftwareEngineering #MachineLearning #ArtificialIntelligence #DataScience #DataAnalytics #Cloud #CloudComputing #MicrosoftAzure #AWS #GCP #pythonprogramming #100DaysOfCode"
X Link 2024-04-18T04:14Z [--] followers, [---] engagements
"Notebooks: Notebooks are interactive documents that allow you to write and execute code. In Azure Databricks notebooks are the primary interface for developing and running code using languages such as Python Scala R and SQL. #DataScience #dataengineering #BigData"
X Link 2024-04-18T04:14Z [--] followers, [--] engagements
"Libraries: Libraries in Azure Databricks are packages or modules that contain additional code or dependencies not available in the default environment. #DataScience #dataengineering #100DaysOfCode #BigData #DataAnalytics #MachineLearning #ArtificialIntelligence #coding"
X Link 2024-04-18T04:16Z [--] followers, [--] engagements
"Clusters: Clusters are the computing resources in Azure Databricks where you can run your code and process data. Clusters can be configured with different sizes instance types and autoscaling settings to meet the requirements of your workload. #databricks #dataengineering"
X Link 2024-04-18T04:16Z [--] followers, [--] engagements
"Workspace : In Azure Databricks the workspace is the central environment where you manage and organize your notebooks jobs libraries and other artifacts related to your data engineering and data science workflows. #dataengineering #databricks #100DaysOfCode #coding"
X Link 2024-04-18T04:17Z [--] followers, [--] engagements
"Clusters: Auto Scaling and Auto Terminationβ
in #Databricks #CloudComputing #Cloud #MicrosoftAzure #AWS #BigData #dataengineering #databricks #dataengineer #DataScience #DataAnalytics #machinelearning #100DaysOfCode #100daysofcoding #100DaysofAI #SoftwareEngineer #AI"
X Link 2024-04-19T04:15Z [--] followers, [---] engagements
"When creating Azure Databricks clusters you can choose Autoscaling and Auto Termination options. β
Autoscaling: Just specify the min and max number of clusters. Azure Databricks automatically scales up or down based on load. #dataengineering #BigData #DataScience #OpenAI"
X Link 2024-04-19T04:16Z [--] followers, [--] engagements
"β
Auto Termination: After the specified minutes of inactivity the cluster is automatically terminated. #BigData #dataengineering #pythonprogramming #codinglife #dataengineer #AWS #azurecloudservices #azurecosmosdb #databricks #100DaysofAI"
X Link 2024-04-19T04:17Z [--] followers, [--] engagements
"@veebrandt Databricks Cluster configuration working on some projects for creation of Delta Lake table π¨π»"
X Link 2024-04-20T01:23Z [--] followers, [--] engagements
"π¨π»β
Lambda Architecture in #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #pythonprogramming"
X Link 2024-04-20T04:10Z [--] followers, [---] engagements
"β
Lambda architecture is a way of processing massive quantities of data (i.e. "Big Data") that provides access to batch-processing and stream-processing methods with a hybrid approach. #dataengineering #BigData #100daysofcoding #AWS #MicrosoftAzure #Databricks #developer"
X Link 2024-04-20T04:12Z [--] followers, [--] engagements
"β
The lambda architecture itself is composed of [--] layers: π Batch Layer π Serving Layer π Speed Layer (Stream Layer) #DataScience #DataWarehouse #100daysofcoding #100DaysofAI #SoftwareEngineer #dataengineering #BigData #pythonprogramming #codinglife #SoftwareEngineer"
X Link 2024-04-20T04:15Z [--] followers, [--] engagements
"β
Benefits of lambda architectures : π No Server Management π Flexible Scaling π Automated High Availability π Business Agility #dataengineering #BigData #DataScience #ArtificialIntelligence #100DaysofAI #Databricks #softwareengineering #developer #100daysofcoding"
X Link 2024-04-20T04:18Z [--] followers, [--] engagements
"β
Challenges with lambda architectures π Complexity lambda architectures can be highly complex. Administrators must typically maintain two separate code bases for batch and streaming layers which can make debugging difficult. #dataengineering #BigData #AWS #AzureAI"
X Link 2024-04-20T04:22Z [--] followers, [--] engagements
"π¨π»β
Spark Architecture in #Databricks #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineer #AzureCosmosDB #AzureAI #MicrosoftAzure #AWS #technology #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #pythonprogramming"
X Link 2024-04-22T04:09Z [--] followers, [---] engagements
"π The driver program plays a crucial role in orchestrating the execution of Spark applications from submission and task scheduling to optimization and result aggregation. #dataengineering #Databricks #DataScience #DataWarehouse #MachineLearning #ArtificialIntelligence"
X Link 2024-04-22T04:10Z [--] followers, [--] engagements
"π A worker node also known as a slave node or executor node is a computing node within a distributed computing cluster that performs tasks and processes data as part of a larger distributed computation. #dataengineering #dataengineer #Databricks #BigData #SoftwareEngineer"
X Link 2024-04-22T04:13Z [--] followers, [--] engagements
"π¨π»β
Data Skewness & Partition in Apache Spark #Databricksβ‘ #dataengineering #BigData #MachineLearning #artificalintelligence #DataScience #DataAnalytics #AWS #azurecloudservices #azurecosmosdb #azureai #Cloud #CloudComputing #softwaredeveloper #codinglife #100DaysofAI"
X Link 2024-04-23T04:02Z [--] followers, [---] engagements
"β
Data skew can severly downgrade performance of queries especially those with joins. #Databricks #BigData #ApacheSpark #MachineLearning #100daysofcoding #AWS #GoogleCloudNext"
X Link 2024-04-23T04:03Z [--] followers, [--] engagements
"π¨π»β
Lakehouse in #Databricksβ‘ #dataengineering #BigData #MachineLearning #artificalintelligence #DataScience #DataAnalytics #AWS #azurecloudservices #azurecosmosdb #azureai #Cloud #CloudComputing #softwaredeveloper #codinglife #100DaysofAI #100DaysOfCode #100DaysOfNoCode"
X Link 2024-04-24T04:19Z [--] followers, [--] engagements
"π Lakehouses are enabled by a new system design: implementing similar data structures and data management features to those in a data warehouse directly on top of low cost cloud storage in open formats. #dataengineering #dataengineer #BigData #CloudComputing #Cloud #AWS #AI"
X Link 2024-04-24T04:22Z [--] followers, [--] engagements
"Good Morning and keep learning π¨π»π #PictureOfTheDay #FridayMotivation #dataengineering #AWS #DataGovernance #DataAnalytics #MachineLearning #artificalintelligence #chai #pictures #100DaysOfCode #100daysofcoding #programming #programmer #coding #MicrosoftAzure #Databricks"
X Link 2024-04-26T02:09Z [--] followers, [---] engagements
"π¨π»β
Data Lakes in #Databricksβ‘ #BigData #Cloud #Cloudcomputing #dataengineering #SoftwareEngineering #AzureAI #MicrosoftAzure #AWS #100DaysOfCode #100DaysofAI #MachineLearning #ArtificialInteligence #DataAnalytics #DataScience #Python #SoftwareEngineer #GoogleCloudNext"
X Link 2024-04-26T03:42Z [--] followers, [---] engagements
"π In Databricks a data lake typically utilizes cloud storage solutions like Amazon S3 Azure Data Lake Storage or Google Cloud Storage. #dataengineering #BigData #ArtificialInteligence #MachineLearning #AWS #MicrosoftAzure #GoogleCloud"
X Link 2024-04-26T03:44Z [--] followers, [--] engagements
"πDatabricks provides seamless integration with these storage solutions allowing users to directly access and analyze data stored in the data lake using Databricks' powerful analytics and machine learning capabilities. #dataengineering #dataengineer #SoftwareEngineer #AWS"
X Link 2024-04-26T03:45Z [--] followers, [--] engagements
"π With Databricks you can easily ingest process and analyze data stored in the data lake using languages like SQL Python Scala and R. #dataengineering #SoftwareEngineering #programming #codinglife #BigData #AWS #MicrosoftAzure #GoogleCloud"
X Link 2024-04-26T03:46Z [--] followers, [---] engagements
"πDatabricks provides features like Delta Lake which adds ACID transactions data versioning and schema enforcement capabilities on top of the data lake making it easier to manage and govern your data effectively. #dataengineering #DataGovernance #DataScience #AWS #azureai"
X Link 2024-04-26T03:47Z [--] followers, [--] engagements
"Renew my Microsoft Azure Data Engineer Certification πππ§π». #dataengineering #BigData #SoftwareEngineering #DataScience #DataAnalytics #MachineLearning #ArtificialIntelligence #MicrosoftAzure #AWS #GoogleCloudNext"
X Link 2024-04-26T06:32Z [--] followers, [---] engagements
"π¨π»β
Delta Lake Architecture in #Databricksβ‘ #dataengineering #BigData #dataengineer #MicrosoftAzure #SoftwareEngineering #AWS #GoogleCloud #DataScience #DataAnalytics #MachineLearning #ArtificialIntelligence #azurecloudservices #azurecosmosdb #coding #100DaysOfCode"
X Link 2024-04-30T01:59Z [--] followers, [---] engagements
"β
Important points which we usually consider to optimize the spark job in Databricks applications π¨π» #Databricks #dataengineering #dataengineer #SoftwareEngineering #AWS #MicrosoftAzure #azurecloudservices #azurecosmosdb #azureai #GoogleCloud #BigData #DataScience #OpenAI"
X Link 2024-04-30T06:03Z [--] followers, [---] engagements
"π Data engineering allows businesses to use the data to make critical business decisions. Without data engineering it would be impossible to make sense of the huge amounts of data that are available. #dataengineer #dataengineering #MicrosoftAzure #GoogleCloud #100DaysOfCode"
X Link 2024-04-30T08:38Z [--] followers, [--] engagements
"π Around [----] the term data engineering became popular at new data-driven companies. To understand the history of data engineering lets look at how data has changed over the years. #100DaysOfCode #dataengineering #dataengineer #MicrosoftAzure #Databricks #programming"
X Link 2024-04-30T08:41Z [--] followers, [--] engagements
"@EcZachly Can we ask questions related to spark jobs Databricks Big data . It would be great help from you. Thanks"
X Link 2024-04-30T17:54Z [--] followers, [--] engagements
"π¨π»β
Delta Lake in #Databricksβ‘ #dataengineering #BigData #SoftwareEngineering #dataengineer #deltalake #AWS #Databricks #MicrosoftAzure #GoogleCloud #DataScience #MachineLearning #ArtificialIntelligence #100daysofcoding #programming #coding #pythonprogramming #developer #AI"
X Link 2024-05-01T00:53Z [--] followers, [---] engagements
"Stream Processing Data Architecture using Kafka Azure Databricks ππ§π» #apachekafka #Kafka #dataengineering #dataarchitecture #databricks #googlecloudnext #MicorosoftAzure #Python #streaming #dataengineer #BigData #MachineLearning #Artificiallntelligence"
X Link 2024-05-05T03:48Z [--] followers, [---] engagements
"π¨π»β
Datalake and Delta Lake differences β‘ #Cloud #CloudComputing #dataengineering #dataengineer #Databricks #aws #MicrosoftAzure #GoogleCloudNext #SoftwareEngineering #programming #DataScience #DataWarehouse #BigData #MachineLearning #ArtificialIntelligence #100DaysOfCode"
X Link 2024-05-06T01:15Z [--] followers, [---] engagements
"Data lakes are a good choice for use cases that require: 1- Storing large amounts of unstructured data such as text files images and videos. 2- Handling diverse data sources such as social media IoT devices and logs. #dataengineering #dataengineer #BigData #aws #azureai"
X Link 2024-05-06T01:16Z [--] followers, [--] engagements
"3- Supporting ad-hoc queries and data exploration. 4- Keeping costs low as data lakes can store data in its raw form without the need for schema enforcement or ACID transactions. #dataengineering #dataengineer #BigData #MicrosoftAzure #aws #Databricks #GoogleCloudNext #coding"
X Link 2024-05-06T01:18Z [--] followers, [--] engagements
"Examples of use cases for data lakes include: π Data warehousing: Data lakes can be used as a central repository for storing data from various sources such as transactional databases log files and social media. #dataengineering #dataengineer #SoftwareEngineering #coding"
X Link 2024-05-06T01:19Z [--] followers, [--] engagements
"πLearning plan β‘ #Databricks #streaming #apachekafka #DevOps #azurecosmosdb #dataengineering #BigData #SoftwareEngineering #DataWarehouse #Database #MachineLearning #artificalintelligence #MicrosoftAzure #100DaysOfCode #coding #programmer #learning #LearningJourney"
X Link 2024-05-06T04:32Z [--] followers, [---] engagements
"Databricks Project Learning ππ¨π» β
Created compute platform or cluster on Databricks community edition β
Loaded the sample data. β
Write a python code to load the data in Databricks environment β
Displayed the data π #100DaysOfCode #100daysofcoding #coding #programmer"
X Link 2024-05-06T06:18Z [--] followers, [---] engagements
"π Datawarehouse vs Data Lake β‘π§π» #Cloud #CloudComputing #MicrosoftAzure #AWS #googlecloud #dataengineering #dataengineer #BigData #DataScience #MachineLearning #ArtificialIntelligence #100DaysOfCode #coding #programming #SoftwareEngineering #AzureDevOps #azurecloudservices"
X Link 2024-05-07T01:39Z [--] followers, [---] engagements
"πA data warehouse is a consolidated storage unit and processing hub for your data. Teams using a data warehouse usually leverage SQL queries for analytics use cases. #dataengineering #BigData #SoftwareEngineering #AWS #DataScience #DataWarehouse #Database #100DaysOfCode"
X Link 2024-05-07T01:40Z [--] followers, [--] engagements
"πSome of the well-known players in the data warehouse sphere include Amazon Redshift Google BigQuery and Snowflake. #googlecloud #AWS #MicrosoftAzure #AzureDevOps #azurecosmosdb #azureai #dataengineering #dataengineer #SoftwareEngineering #DataScience #MachineLearning"
X Link 2024-05-07T01:42Z [--] followers, [--] engagements
"π For metadata organization they often use Hive Amazon Glue or Databricks. Storage can utilize S3 Google Cloud Storage Microsoft Azure Blob Storage or Hadoop HDFS. #dataengineering #BigData #SoftwareEngineering #AWS #DataScience #DataWarehouse #Database #100DaysOfCode"
X Link 2024-05-07T01:45Z [--] followers, [---] engagements
"Streaming Batch Application Databricks π¨π»π #coding #programming #programmer #100DaysOfCode #100daysofcoding #100daysofcodechallenge #dataengineering #dataengineer #pyspark #BigData #AWS #MicrosoftAzure #Googlecloud #DataScience #MachineLearning #ArtificialInteligence"
X Link 2024-05-07T08:13Z [--] followers, [---] engagements
"@JacquelineSYC19 Implementation of Slowly changing dimensions is a good practice in data warehousing projects. Databricks has great capabilities of creating and managing delta tables versions control specially for data governance and auditing purpose "
X Link 2024-05-07T18:03Z [--] followers, [--] engagements
"ππ§π» High-level overview of Azure Databricks clusters π #Clouds #CloudComputing #DataBricks #AWS #dataengineering #dataengineer #MicrosoftAzure #googlecloud #DataScience #datainfrastructure #DataAnalytics #BigData #SoftwareEngineering #MachineLearning #artificalintelligence"
X Link 2024-05-08T02:42Z [--] followers, [---] engagements
"πIn Databricks the notebook interface is typically the driver program. This driver program contains the main loop for the program and creates distributed datasets on the cluster then applies operations to those datasets. #dataengineering #BigData #100DaysOfCode #azureai"
X Link 2024-05-08T02:42Z [--] followers, [--] engagements
"πMicrosoft Azure manages the cluster and auto-scales it as needed based on your usage and the setting used when configuring the cluster. Auto-termination can also be enabled which allows Azure to terminate the cluster after a specified number of minutes of inactivity"
X Link 2024-05-08T02:45Z [--] followers, [--] engagements
"@howdataworks Azure Databricks brings unique benefits including optimized performance seamless Azure integration and powerful analytics capabilities. Its a compelling choice for data scientists engineers and business decision-makers in the cloud"
X Link 2024-05-08T12:24Z [--] followers, [--] engagements
"@howdataworks Compare to other platform i still see that databricks clusters are useful Lot of engineers are exploring Snowflake Apache Kafka has also cluster Confluent etc. but at the end what matter is cost and tech folks to manage those environments"
X Link 2024-05-08T12:27Z [--] followers, [--] engagements
"ππ§π»Top [--] technologies you must know as a Data Engineer: #DataEngineering #BigData #DataScience #MachineLearning #ArtificialIntelligence #Database #apachekafka #CloudComputing #cloudserver #MicrosoftAzure #AWS #GoogleCloud #pythonprogramming #SQL #Snowflake #Databricks #azureai"
X Link 2024-05-09T03:56Z [--] followers, [---] engagements
"ππ§π» Streaming Live Table in #databricks #dataengineering #Cloud #CloudComputing #coding #pythonprogramming #100daysofcode #MachineLearning #ArtificialIntelligence #AWS #googlecloudnext24 #streaming #SoftwareEngineering #dataengineer #BigData #DataAnalytics #azurecloudservices"
X Link 2024-05-10T02:55Z [--] followers, [---] engagements
"πReal-time Analytics: Streaming live tables enable you to analyze data as it arrives allowing for real-time insights into your data. This is crucial for applications where timely decisions need to be made based on the most current information. #dataengineering #BigData"
X Link 2024-05-10T02:56Z [--] followers, [--] engagements
"π Near Real-Time Reporting: By streaming data into tables you can generate near real-time reports and dashboards providing stakeholders with up-to-date information for decision-making. #dataengineering #BigData #azurecloudservices #databricks #AWS #pythonprogramming"
X Link 2024-05-10T02:57Z [--] followers, [--] engagements
"πIntegration with Machine Learning: Streaming live tables can feed data directly into machine learning models enabling real-time model training and inference. This is beneficial for applications like predictive maintenance and anomaly detection. #dataengineering #databricks"
X Link 2024-05-10T02:58Z [--] followers, [--] engagements
"πOperational Efficiency: Streaming live tables can help improve operational efficiency by automating processes that require real-time data ingestion and analysis reducing the need for manual intervention. #dataengineering #databricks #BigData #pythonprogramming #azureai"
X Link 2024-05-10T03:00Z [--] followers, [--] engagements
"πEvent-Driven Architectures: Streaming live tables are a key component of event-driven architectures allowing systems to react to events as they occur leading to more responsive and agile applications. #dataengineering #databricks #SoftwareEngineering #BigData #azureai"
X Link 2024-05-10T03:01Z [--] followers, [--] engagements
"ππ§π» Live Tables in #Databricks #dataengineering #BigData #SoftwareEngineering #DataScience #MachineLearning #ArtificialIntelligence #100DaysOfCode #AWS #MicrosoftAzure #SQL #DataAnalytics #Database #DataWarehouse #Cloud #CloudComputing #azurecloudservices #GoogleCloud #OpenAI"
X Link 2024-05-11T01:22Z [--] followers, [---] engagements
"πLive tables in Databricks typically refer to tables that are connected to a data source and are updated in real-time as new data comes in. #dataengineering #BigData #azurecloudservices #databricks #AWS #GoogleCloud #pythonprogramming #100DaysOfCode"
X Link 2024-05-11T01:25Z [--] followers, [---] engagements
"πThey're often used in scenarios where you need to analyze or visualize constantly changing data streams such as IoT sensor data log files or financial market data. #dataengineering #BigData #databricks #azurecloudservices #AWS #GoogleCloud #pythonprogramming #100DaysOfCode"
X Link 2024-05-11T01:26Z [--] followers, [---] engagements
"ππ§π»Top Data Analytics tools : #DataScience #DataAnalytics #MachineLearning #ArtificialIntelligence #Python #pythonprogramming #PowerBI #MicrosoftFabric #azurecloudservices #dataengineering #databricks #BigData #SoftwareEngineering #coding #100DaysOfCode #programmer #developers"
X Link 2024-05-11T02:13Z [--] followers, [---] engagements
"ππ§π» Stream Processing in #ApacheFlink #ApacheSpark β πApache Flink is an open-source distributed engine for stateful processing over unbounded (streams) and bounded (batches) data sets. #dataengineering #databricks #apachekafka #streaming #BigData #MachineLearning"
X Link 2024-05-11T13:01Z [--] followers, [---] engagements
"ππ§π» Flink's API in #ApacheFlink #ApacheSpark #ApacheKafka #dataengineering #BigData #programming #coding #azurecloudservices #MachineLearning #SoftwareEngineering #artificialinteligence #pythonprogramming #100DaysOfCode #MicrosoftAzure #Databricks #streaming #DataAnalytics"
X Link 2024-05-11T13:18Z [--] followers, [---] engagements
"We have technology ππ #programming #coding #codinglife #programmer #technologies #DataScience #MachineLearning #BigData #dataengineering #databricks #SoftwareEngineering #ArtificialIntelligence #100DaysOfCode #Memes #memesdaily #pythonprogramming #CodingJourney #openai"
X Link 2024-05-12T03:03Z [--] followers, [---] engagements
"What is Microsoft Azure π§π»πβ #CloudComputing #Cloud #BigData #MachineLearning #ArtificialIntelligence #SoftwareEngineering #programming #100DaysOfCode #codinglife #Databricks #azurecloudservices #azurecosmosdb #AWS #googlecloud #DataWarehouse #Database #DataScience #python"
X Link 2024-05-13T01:51Z [--] followers, [---] engagements
"πCloud Computing Platform: Azure is a comprehensive cloud computing platform offering a wide range of services including computing storage networking databases analytics and more. #dataengineering #DataScience #100DaysOfCode #MachineLearning #BigData"
X Link 2024-05-13T02:16Z [--] followers, [--] engagements
"πGlobal Data Centers: Microsoft Azure operates a vast network of data centers worldwide providing global coverage and ensuring low latency for users in different regions. #dataengineering #BigData #DataScience #ArtificialIntelligence #MachineLearning #azurecloudservices"
X Link 2024-05-13T02:17Z [--] followers, [--] engagements
"π Integration with Microsoft Products: Azure integrates seamlessly with other Microsoft products and services such as Office [---] Dynamics [---] and Windows Server providing a cohesive ecosystem for businesses. #dataengineering #BigData #MachineLearning #100DaysOfCode"
X Link 2024-05-13T02:18Z [--] followers, [--] engagements
"πAI and Machine Learning Services: Azure provides a suite of AI and machine learning services enabling developers to build intelligent applications with capabilities such as speech recognition natural language processing and computer vision. #ArtificialIntelligence"
X Link 2024-05-13T02:18Z [--] followers, [--] engagements
"π Big Data and Analytics: Azure offers a range of big data and analytics services including Azure Synapse Analytics Azure HDInsight and Azure Databricks empowering organizations to derive insights from large volumes of data. #dataengineering #BigData #DataAnalytics"
X Link 2024-05-13T02:19Z [--] followers, [--] engagements
"π Internet of Things (IoT) Solutions: Azure IoT services enable organizations to connect monitor and manage IoT devices at scale facilitating the development of innovative IoT solutions. #dataengineering #BigData #MachineLearning #ArtificialIntelligence #pythonprogramming"
X Link 2024-05-13T02:29Z [--] followers, [--] engagements
"π Security and Compliance: Azure offers robust security features and compliance certifications ensuring that customer data is protected and meets regulatory requirements. #dataengineering #azurecloudservices #MicrosoftAzure #BigData #DataAnalytics #100DaysOfCode #DataWarehouse"
X Link 2024-05-13T02:29Z [--] followers, [--] engagements
"π Hybrid Capabilities: Azure provides hybrid cloud solutions allowing organizations to seamlessly integrate their on-premises infrastructure with the cloud for enhanced flexibility and control. #dataengineering #BigData #DataAnalytics #DataWarehouse #ArtificialIntelligence"
X Link 2024-05-13T02:30Z [--] followers, [--] engagements
"π Pay-As-You-Go Pricing: Azure offers a pay-as-you-go pricing model allowing users to pay only for the resources they consume without any upfront costs or long-term commitments. #dataengineering #BigData #databricks #DataAnalytics #DataWarehouse #datainfrastructure"
X Link 2024-05-13T02:31Z [--] followers, [--] engagements
"ππ§π» Breakdown of what happens behind the scenes when you submit a Spark job: #dataengineering #BigData #CloudComputing #Cloud #MicrosoftAzure #AWS #MachineLearning #artificalintelligence #100daysofcoding #Databricks #DataScience #DataAnalytics #datainfrastructure #OpenAI"
X Link 2024-05-13T11:34Z [--] followers, [---] engagements
"In fact within Python instance and class objects are mostly just dictionaries with links between them.π¨π»π #Python #pythonprogramming #100DaysOfCode #artificalintelligence #MachineLearning #coding #OpenAI #dataengineering #DataScience #DataAnalytics #developer #programmer"
X Link 2024-05-13T19:08Z [--] followers, [--] engagements
"π¨π»π Python best practice rule of thumb is to use docstrings for functional documentation (what your objects do) and hash-mark comments for more micro-level documentation (how arcane bits of code work). #Python #developer #100DaysOfCode #dataengineering #programmer #openai"
X Link 2024-05-13T19:15Z [--] followers, [--] engagements
"π¨π» Python has a host of tools that most would consider functional in nature which we enumerated in the preceding chapter closures generators lambdas comprehensions maps decorators function objects and more. #dataengineering #developer #programmer #100DaysOfCode #openai"
X Link 2024-05-13T19:24Z [--] followers, [--] engagements
"ππ¨π» Inheritance-tree climbing happens only on attribute reference not on attribute assignment. #dataengineering #100DaysOfCode #programmer #Python #coding #artificalintelligence #MachineLearning #OpenAI #programming #developer #softwaredevelopment"
X Link 2024-05-13T19:29Z [--] followers, [--] engagements
"Cloud Help Desk ππ #CloudComputing #cloud #database #dataengineering #AWS #GoogleCloud #MicrosoftAzure #MicrosoftFabric #azurecloud #BigData #DataScientist #MachineLearning #ArtificialIntelligence #OpenAI #SoftwareEngineer #100DaysOfCode #programmer #codingvibes #coding"
X Link 2024-05-14T05:05Z [--] followers, [---] engagements
"Working on Streaming Incremental aggregation dark mode theme always awesome βΊ ππ¨π» #databricks #dataengineer #dataengineering #BigData #Python #pythonprogramming #MachineLearning #ArtificialInteligence #coding #100DaysOfCode #ApacheSpark #ApacheFlink #ApacheKafka #streaming"
X Link 2024-05-14T06:48Z [--] followers, [---] engagements
"Chai and code π¨π» β #dataengineering #BigData #Cloud #CloudComputing #DataScience #OpenAI #coding #programming #chai #databricks #AWS #GoogleCloud #ApacheSpark #ApacheKafka #ApacheFlink #100DaysOfCode"
X Link 2024-05-14T11:25Z [--] followers, [---] engagements
"ππ¨π» Good code is its own best documentation. As youre about to add a comment ask yourself How can I improve the code so that this comment isnt needed #programmer #100DaysOfCode #coding #codinglife #Python #developer #OpenAI #ArtificialInteligence #MachineLearning"
X Link 2024-05-14T16:56Z [--] followers, [--] engagements
"π¨π»π Python is dynamically typed and garbage-collected. It supports multiple programming paradigms including procedural object-oriented and functional programming. #pythonprogramming #100DaysOfCode #coding #Python #DataScience #MachineLearning #OpenAI #dataengineering"
X Link 2024-05-14T18:40Z [--] followers, [--] engagements
"ππ¨π» The most damaging phrase in the language of developers is: Its always been done this way. Break the cycle. Innovate. Innovation requires challenging the status quo and finding new ways to approach problems. #100DaysOfCode #developer #coding #programmer #OpenAI #AI"
X Link 2024-05-14T18:54Z [--] followers, [--] engagements
"π§π»π High Level Architecture of Real Time Streaming of Twitter Sentiment AWS π#dataengineering #BigData #aws #streaming #cloud #Datalake #ApacheKafka #ApacheFlink #database #Databricks #softwareengineering #100DaysofCode #coding #programmer #developer #MicrosoftAzure #OpenAI"
X Link 2024-05-15T03:29Z [--] followers, [---] engagements
"πIngestion: Data is ingested from the Data Source into Nifi. Streaming: Nifi sends the data to Kafka where it is buffered and made available for processing. #dataengineering #AWS #ApacheKafka #ApacheSpark #Datalake #database #100DaysOfCode #programming #coding #datagovernance"
X Link 2024-05-15T03:34Z [--] followers, [--] engagements
"πProcessing: Spark consumes the data from Kafka processes it and stores the processed results in MongoDB. #dataengineeing #BigData #AWS #GoogleCloud #MicrosoftAzure #OpenAI #database #Datalake #ApacheKafka #ApacheFlink #ApacheSpark #100DaysOfCode"
X Link 2024-05-15T03:35Z [--] followers, [--] engagements
"πVisualization: The web application built with Plotly and Dash reads the processed data from MongoDB and presents it to users via a web interface. #dataengineering #BigData #AWS #GoogleCloud #MicrosoftAzure #Databricks #database #Datalake #programmer #100DaysOfCode #OpenAI"
X Link 2024-05-15T03:37Z [--] followers, [--] engagements
"Love the third one π
#chatgpt #OpenAI #artificiallntelligence #MachineLearning"
X Link 2024-05-15T04:18Z [--] followers, [--] engagements
"ππ§π» Distributed Actor Frameworks #dataengineering #BigData #AWS #GoogleCloud #MicrosoftAzure #Databricks #ApacheSpark #ApacheFlink #database #Datalake #artificiallntelligence #MachineLearning #100DaysOfCode #coding #OpenAI #SoftwareEngineering #developer"
X Link 2024-05-15T04:35Z [--] followers, [---] engagements
"ππ§π»"In the world of programming the only limit is your imagination; code is the tool that turns dreams into reality byte by byte." #programming #coding #pythonprogramming #technology #100DaysofCode #OpenAI #MachineLearning #artificiallntelligence"
X Link 2024-05-15T05:10Z [--] followers, [--] engagements
"π§π»πThe early days: [----] to [----] from data warehousing to the web β #dataengineering #BigData #Datawarehouse #database #Datalake #datagovernance #AWS #GoogleCloud #MicrosoftAzure #Databricks #CodingJourney #100DaysofCode #DataAnalytics #MachineLearning #artificiallntelligence"
X Link 2024-05-15T05:24Z [--] followers, [---] engagements
"The visualization editor of @databricks is awesome πππ¨π» #dataengineering #dataviz #dataanalytics #BigData #100DaysOfCode #programmer #developer #AWS #GoogleCloud #MicrosoftAzure #azurecloudservices #Databricks #codinglife"
X Link 2024-05-15T12:55Z [--] followers, [--] engagements
"π¨π»πCode is poetry but sometimes it's more like a haiku - short cryptic and open to interpretation. #100DaysOfCode #programming #programmer #dataengineering #coding #codingvibes #developer #ArtificialIntelligence #MachineLearning #OpenAI"
X Link 2024-05-15T17:04Z [--] followers, [--] engagements
"ππ§π» What is Databricks Cluster : A Databricks cluster is a set of computation resources and configurations on which you run data engineering data science and data analytics workloads in Azure Databricks. #datarngineering #databricks #AWS #MicrosoftAzure #OpenAI #GoogleCloud"
X Link 2024-05-16T03:11Z [--] followers, [---] engagements
"πComponents:Driver Node: Coordinates the execution of tasks and distributes the work to worker nodes. Worker Nodes: Perform the actual computations and store the data. #dataengineering #BigData #AWS #MicrosoftAzure #GoogleCloud #100DaysOfCode #programmer #developer #OpenAI"
X Link 2024-05-16T03:12Z [--] followers, [--] engagements
"πManagement and Features:Auto-scaling: Automatically adjusts the number of worker nodes based on workload demand. Auto-termination: Automatically terminates the cluster after a specified period of inactivity to save costs. #dataengineering #BigData #100DaysofCode #OpenAI"
X Link 2024-05-16T03:13Z [--] followers, [--] engagements
"πIntegration:Integrated with Azure services like Azure Storage Azure SQL Database and Azure Active Directory for seamless data access and security. Utilizes Azure Kubernetes Service (AKS) for managing control-plane and data-plane operations. #dataengineering #databricks"
X Link 2024-05-16T03:14Z [--] followers, [--] engagements
"πPerformance Optimization:Leverages advanced Azure hardware (e.g. Dv3 VMs with NvMe SSDs) for high performance. Supports Spark optimizations to improve processing speed and efficiency. #dataengineering #databricks #BigData #SoftwareEngineering #100DaysofCode #OpenAI #coding"
X Link 2024-05-16T03:15Z [--] followers, [--] engagements
"πUse Cases:Data processing and transformation Machine learning model training and deployment Real-time data analysis and reporting. #dataengineering #Bigdata #coding #databricks #GoogleCloud #AWS #azurecloudservices #100daysofcode"
X Link 2024-05-16T03:16Z [--] followers, [--] engagements
"Azure Databricks Workspace π§π»π #dataengineering #databricks #cloud #cloudcomputing #dataanalytics #datascience #MachineLearning #AWS #MicrosoftAzure #azurecloudservices #googlecloud #pythonprogramming #developer #100DaysOfCode #coding"
X Link 2024-05-16T07:33Z [--] followers, [--] engagements
"ππ§π» How Azure manages cluster resources: #dataengineering #databricks #cloudcomputing #azurecloudservices #MicrosoftAzure #AWS #GoogleCloud #programming #coding #100DaysOfCode #DataScience #MachineLearning #artificiallntelligence #BigData #SoftwareEngineering #coding #OpenAI"
X Link 2024-05-17T01:41Z [--] followers, [---] engagements
"πDatabricks appliance deployment: Deployed into Azure as a managed resource group within your subscription. #dataengineering #BigData #AWS #GoogleCloud #azurecloudservices #databricks #100DaysofCode #developer #programming #pythonprogramming"
X Link 2024-05-17T01:43Z [--] followers, [---] engagements
"πManaged resource group contents: Driver and worker VMs for your clusters. Other required resources: Virtual network Security group Storage account #dataengineering #BigData #100DaysOfCode #programmer #programming #AWS #azurecloudservices #databricks #googlecloud"
X Link 2024-05-17T01:44Z [--] followers, [--] engagements
"πMetadata management: All cluster metadata (e.g. scheduled jobs) is stored in an Azure Database. Azure Database is geo-replicated for fault tolerance. #dataengineering #BigData #AWS #googlecloud #databricks #100daysofcode #coding #programmmer #developer #OpenAI #datalake"
X Link 2024-05-17T01:46Z [--] followers, [---] engagements
"ππ§π» Running Spark Codes in Databricks notebook #dataengineering #BigData #databricks #AWS #azureclouservices #MicrosoftAzure #SoftwareEngieering #dataengineer #datalake #googlecloud #100DaysOfCode #coding #programming #programmer #datascience #ArtificialIntelligence #OpenAI"
X Link 2024-05-18T01:34Z [--] followers, [---] engagements
"πAzure Databricks includes an integrated notebook interface for working with Spark. Notebooks provide an intuitive way to combine code with Markdown notes commonly used by data scientists and data analysts. #dataengineering #BigData #DataScience #MachineLearning #100DaysOfCode"
X Link 2024-05-18T01:35Z [--] followers, [--] engagements
"πThe look and feel of the integrated notebook experience within Azure Databricks is similar to that of Jupyter notebooks - a popular open source notebook platform. #dataengineering #databricks #ArtificialIntelligence #OpenAI #GenAI #100DaysOfCode #GoogleCloud #AWS #azurecloud"
X Link 2024-05-18T01:36Z [--] followers, [--] engagements
"Love this theme ππ§π» #dataengineering #coding #programmer #programming #100DaysOfCode #pythonprogramming #DataScience #MachineLearning #OpenAI"
X Link 2024-05-18T13:08Z [--] followers, [--] engagements
"@csaba_kissi I am solving leet code problem for SQL and python every day apart from my daily work routine on checking the notebooks in databricks and python solutions which we have already created for existing projects or working on enhancements request from customers side"
X Link 2024-05-19T07:01Z [--] followers, [--] engagements
"π§π»π Azure Data Lake Storage Gen [--] #dataengineering #BigData #Cloudcmputing #Databricks #azurecloudservices #AWS #googlecloud #softwareengineeing #datascience #machinelearning #100DaysOfCode #artificiallntelligence #OpenAI #programmer #developer #codinglife #database #dataset"
X Link 2024-05-20T01:14Z [--] followers, [---] engagements
"πBuilt on Azure Blob Storage: Azure Data Lake Storage Gen2 (ADLS Gen2) leverages the existing capabilities of Azure Blob Storage offering its scalability security and cost-effectiveness. #dataengineering #100DaysOfCode #Databricks #AWS #azurecloudservices #developer"
X Link 2024-05-20T01:15Z [--] followers, [--] engagements
"πFile-level Security: ADLS Gen2 goes beyond traditional object storage security by offering fine-grained access control at the file level. #dataengineering #BigData #databricks #100DaysOfCode #DataAnalytics #DataScience #MachineLearning #OpenAI #artificiallyinteligence"
X Link 2024-05-20T01:17Z [--] followers, [---] engagements
"πHierarchical Namespace: ADLS Gen2 organizes data in a folder structure providing a familiar way to manage your data lake. #dataengineering #BigData #databricks #100DaysOfCode #DataAnalytics #DataScience #MachineLearning #OpenAI #artificiallntelligence"
X Link 2024-05-20T01:18Z [--] followers, [--] engagements
"πIntegrated with Azure Analytics Stack: ADLS Gen2 integrates tightly with various Azure data analytics services like Azure Data Factory and Azure Synapse Analytics facilitating efficient data processing and analysis workflows. #dataengineering #OpenAI #MachineLearning"
X Link 2024-05-20T01:19Z [--] followers, [--] engagements
"@howdataworks The cloud providers (Azure AWS Google Cloud) all offer data lake storage. They're similar in scalability security and durability. Key differences lie in data processing and underlying storage. Azure integrates well with its own analytics tools. AWS requires separate services"
X Link 2024-05-20T03:37Z [--] followers, [--] engagements
"Data engineers are the unsung heroes building the hidden infrastructure that powers data-driven decisions. The future is theirs to sculpt line by line of code."ππ¨π» #dataengineering #100DaysOfCode #coding #programming #DataDriven #DataMining #ArtificialIntelligence #OpenAI"
X Link 2024-05-20T17:26Z [--] followers, [--] engagements
"Compare Azure Data Lake Store to Azure Blob storage ππ§π» #dataengineering #BigData #azurecloudservices #googlecloud #aws #100DaysOfCode #programming #programmer #softwareengineering #database #databricks #MicrosoftAzure #dataengineer #MachineLearning #ArtificialIntelligence"
X Link 2024-05-21T01:27Z [--] followers, [---] engagements
"πAzure Data Lake Storage Gen2 builds on blob storage and optimizes I/O of high-volume data by using a hierarchical namespace that organizes blob data into directories and stores metadata about each directory and the files within it. #dataengineering #artificiallntelligence"
X Link 2024-05-21T01:28Z [--] followers, [--] engagements
"πHierarchical namespaces keep the data organized which yields better storage and retrieval performance for an analytical use case and lowers the cost of analysis. #dataengineering #BigData #OpenAI #100DaysOfCode #ArtificialIntelligence #MachineLearning #database #databricks"
X Link 2024-05-21T01:31Z [--] followers, [--] engagements
""The elegance of data engineering lies in building robust systems that can handle the chaos of information transforming it into a symphony of insights." #dataengineering #programming #coding #100DaysOfCode #OpenAI #DataStorytelling #DataStrategy #databricks #ApacheKafka"
X Link 2024-05-21T05:58Z [--] followers, [--] engagements
""Coding isn't magic but it can feel pretty darn close when you see your creation come to life. It's the ultimate act of turning thoughts into tangible realities one line at a time."ππ¨π» #100DaysOfCode #coding #programmer #developer #dataengineering #ArtificialIntelligence"
X Link 2024-05-21T13:51Z [--] followers, [---] engagements
"π§π»π Big Data Processing and Analytics with ADLS Gen [--]. #dataengineering #BigData #azurecloudservices #database #AWS #GoogleCloud #MicrosoftAzure #codinglife #100DaysOfCode #MachineLearning #ArtificialIntelligence #OpenAI #CloudWorld #dataengineer #DataScience #DataAnalytics"
X Link 2024-05-22T01:16Z [--] followers, [---] engagements
"πHigh-throughput analytics: ADLS Gen [--] is built for handling massive datasets efficiently enabling faster processing and quicker time to insights. #dataengineering #100DaysOfCode #pythonprogramming #programmer #developer #BigData"
X Link 2024-05-22T01:17Z [--] followers, [--] engagements
"πHadoop ecosystem integration: It seamlessly integrates with popular big data tools like Hadoop Distributed File System (HDFS) Apache Spark and HDInsight allowing you to leverage existing frameworks for data processing. #dataengineering #100DaysOfCode #developer #OpenAI"
X Link 2024-05-22T01:18Z [--] followers, [--] engagements
"πScalability: ADLS Gen [--] scales elastically to accommodate growing data volumes ensuring your storage can keep pace with your analytics needs. #dataengineering #BigData #100DaysOfCode #DataBricks #programmer #developer #codinglife"
X Link 2024-05-22T01:19Z [--] followers, [--] engagements
"πFile system semantics: ADLS Gen [--] provides a familiar file system hierarchy making it easier to navigate and manage your data lake using traditional tools. #dataengineering #100DaysOfCode #DataScience #MachineLearning #ArtificialIntelligence #softwareengineering #OpenAI"
X Link 2024-05-22T01:21Z [--] followers, [--] engagements
"π§π»π Data warehousing in Azure . #dataengineering #BigData #softwareengineering #databricks #AWS #azurecloudservices #MicrosoftAzure #DataAnalytics #Datawarehouse #artificiallntelligence #MachineLearning #100DaysOfCode #programmer #developer #codinglife #googlecloud #OpenAI"
X Link 2024-05-23T01:28Z [--] followers, [---] engagements
"πData Source: Extracts data from operational systems. πData Landing Zone: Loads data into an Azure Data Lake Storage Gen2 container (data lake). #dataengineering #programming #codinglife #BigData #100DaysOfCode #ArtificialIntelligence #MachineLearning #DataDriven"
X Link 2024-05-23T01:30Z [--] followers, [--] engagements
"π Data Processing & Warehousing: Processes and transforms data before loading it into a dedicated SQL pool in Azure Synapse Analytics (relational data warehouse). #dataengineering #100DaysOfCode #BigData #OpenAI #MachineLearning #AWS #Googlecloud #datawarehouse #codinglife"
X Link 2024-05-23T01:31Z [--] followers, [--] engagements
"Get Ready for AWS Summit India ππ§π» π Generative AI π Cloud Technology π Security Compliance and resilience π Machine Learning & Artificial Intelligence #dataengineering #MachineLearning #ArtificialIntelligence #AWSSummitIndia #GenerativeAI #programming #developer"
X Link 2024-05-23T03:40Z [--] followers, [---] engagements
"Vice President Jamie Valles talking about opportunities growth renewal energy skills development artificial intelligence in India @awscloud #AWSSummit #dataengineering #AWS #ArtificialIntelligence #GenerativeAI #MachineLearning"
X Link 2024-05-23T05:07Z [--] followers, [---] engagements
"π§π»π Data Engineering Cloud - Key Integrations #dataengineering #BigData #MicrosoftAzure #googlecloud #AWS #databricks #softwareengineering #programmer #programming #coding #100DaysOfCode #MachineLearning #ArtificialIntelligence #OpenAI #datagovernance #DataScience"
X Link 2024-05-24T01:43Z [--] followers, [---] engagements
"π Services used in data engineering from various cloud providers - Azure AWS Google Cloud #dataengineering #100DaysOfCode #programmer #coding #MachineLearning #ArtificialIntelligence #programming #pythonprogramming"
X Link 2024-05-24T01:46Z [--] followers, [---] engagements
"ππ§π» ETL services used in Data Engineering #dataengineering #BigData #MicrosoftAzure #AWS #GoogleCloud #databricks #softwareengineering #programmer #programming #coding #codinglife #100DaysOfCode #MachineLearning #ArtificialIntelligence #OpenAI #ApacheKafka #ApacheSpark"
X Link 2024-05-25T01:37Z [---] followers, [---] engagements
"πOpen-source options include Apache Airflow for managing ETL workflows Apache Spark for large data transformations and Talend or Pentaho for building ETL pipelines with a visual interface. #dataengineeering #BigData #100DaysOfCode #programming #databricks #apachekafka"
X Link 2024-05-25T01:40Z [---] followers, [---] engagements
"πCommercial ETL tools like Informatica PowerCenter and IBM Infosphere Information Server provide robust features for complex high-volume data pipelines. Microsoft SQL Server Integration Services is another option for data integration within the Microsoft environment. #OpenAI"
X Link 2024-05-25T01:41Z [--] followers, [--] engagements
"ππ§π» CI/CD Pipeline services by different cloud provider : #dataengineering #BigData #AWS #googlecloud #MicrosoftAzure #databricks #100DaysOfCode #programming #programmers #developer #CodingJourney #coding #pythonprogramming #SoftwareEngineering #OpenAI #ArtificialIntelligence"
X Link 2024-05-27T01:30Z [--] followers, [---] engagements
""Clean code the foundation. Data engineering the architect. Together they build the bridge from raw data to actionable knowledge." ππ§π» #dataengineering #100DaysOfCode #coding #programmer #developer #artificiallntelligence #MachineLearning #pythonprogramming #OpenAI #AWS"
X Link 2024-05-27T13:41Z [--] followers, [---] engagements
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