[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.] #  @yourclouddude yourclouddude Yourclouddude emphasizes the importance of hands-on experience and projects in learning AWS and Python. The focus is on building real-world projects, such as serverless functions, cloudfront distributions, and static websites, to gain practical skills. The goal is to move beyond tutorials and theory, and to develop a problem-solving mindset to become job-ready. ### Engagements: XXXXXX [#](/creator/twitter::1896591753064685568/interactions)  - X Week XXXXXXX -XX% - X Month XXXXXXXXX -XX% - X Months XXXXXXXXXX +1,494,031% ### Mentions: XX [#](/creator/twitter::1896591753064685568/posts_active)  - X Week XX -XX% - X Month XXX -XXXX% - X Months XXXXX +2,052% ### Followers: XXXXXX [#](/creator/twitter::1896591753064685568/followers)  - X Week XXXXXX +7.50% - X Month XXXXXX +23% - X Months XXXXXX +15,471% ### CreatorRank: XXXXXXX [#](/creator/twitter::1896591753064685568/influencer_rank)  ### Social Influence **Social category influence** [technology brands](/list/technology-brands) XXXXX% [social networks](/list/social-networks) XXXX% **Social topic influence** [lambda](/topic/lambda) #4, [build a](/topic/build-a) #638, [loops](/topic/loops) #115, [core](/topic/core) 3.95%, [tracker](/topic/tracker) #172, [flow](/topic/flow) 2.63%, [unlimited](/topic/unlimited) #448, [azure](/topic/azure) #277, [cloud](/topic/cloud) #26, [automation](/topic/automation) XXXX% **Top accounts mentioned or mentioned by** [@creativedelix](/creator/undefined) [@nikunjvaghasiy](/creator/undefined) [@paulkimaili](/creator/undefined) [@mekongwhisper](/creator/undefined) [@anantgupta010](/creator/undefined) [@devopsnomad](/creator/undefined) [@insforge_dev](/creator/undefined) [@abhangsevak](/creator/undefined) [@hackblog5](/creator/undefined) [@abhayrsr76](/creator/undefined) [@biresh_biswas](/creator/undefined) [@tejas_page](/creator/undefined) [@tedniclg](/creator/undefined) [@ssr29mb](/creator/undefined) [@0xcodecustard](/creator/undefined) [@daviddiji](/creator/undefined) [@rslruiz](/creator/undefined) [@easyictt](/creator/undefined) [@nithishk456](/creator/undefined) [@abouhamdun](/creator/undefined) ### Top Social Posts Top posts by engagements in the last XX hours "Project Case Study: How X beginner project led to X interviews 🧠🐍 A real simple example anyone can follow: 📌 Problem A student wanted to learn Python but kept restarting tutorials. No projects no portfolio no progress. 🔍 Approach He finally picked ONE simple idea: Track my expenses automatically. Tech used: pandas categorize expenses matplotlib visual reports csv data storage tkinter small GUI os file management ⚙ What he built An Expense Tracker that: Reads bank SMS/email logs Auto-categorizes spending Creates monthly charts Shows top X expense leaks Exports everything to CSV 🚀 Result" [X Link](https://x.com/yourclouddude/status/1996482229627695249) 2025-12-04T07:30Z 11.4K followers, 3828 engagements "5 AWS PROJECTS everyone should know" [X Link](https://x.com/yourclouddude/status/1997988250406048066) 2025-12-08T11:14Z 11.4K followers, 9776 engagements "Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials" [X Link](https://x.com/yourclouddude/status/1978296147136729265) 2025-10-15T03:05Z 11.4K followers, 4M engagements "☁ AWS Projects Roadmap Beginner to Architect X AWS Basics EC2 S3 IAM VPC CloudWatch AWS CLI X Free-Tier Projects S3 + CloudFront website EC2 setup IAM Roles & Policies X Serverless Builds Lambda functions API Gateway APIs DynamoDB tables X Automation CloudFormation stacks Terraform basics Auto-scaling setups X Security + Monitoring GuardDuty alerts CloudTrail logs Cost optimization X Architect-Level Projects Multi-tier web apps Event-driven pipelines Disaster recovery setup ⚡ By this stage You dont just use AWS. You build scalable cloud systems like a Solution Architect" [X Link](https://x.com/yourclouddude/status/1989906635641233566) 2025-11-16T04:01Z 11.4K followers, 20.5K engagements "🚀 How to Actually Use AWS Services to Build Projects Most people learn AWS but never use it. Heres the simple way 👇 X Frontend or App needs hosting Use S3 + CloudFront Cheap fast global. Perfect for websites & static apps. X Backend API needs compute Use Lambda (serverless) or EC2 (full control) Handles your logic routes auth payments anything. X User Data needs a database Use RDS (MySQL/Postgres) or DynamoDB (NoSQL) Pick based on structure vs scale. X File uploads images PDFs logs Store them in S3 Trigger processing with Lambda. X Real-time notifications Use SNS Email/SMS/push alerts Use" [X Link](https://x.com/yourclouddude/status/1995153480332325242) 2025-11-30T15:30Z 11.4K followers, 4120 engagements "AWS in plain English: EC2 computer S3 storage RDS database IAM security guard Lambda automation Thats XX% of what youll use daily" [X Link](https://x.com/yourclouddude/status/1995267004677149016) 2025-11-30T23:01Z 11.3K followers, 5249 engagements "☁ AWS Roadmap Beginner to Job-Ready X Start Here EC2 S3 IAM VPC CloudWatch (These X are XX% of real AWS work) X Hands-On Basics Launch EC2 Create S3 buckets Set IAM Roles Build a basic VPC X Serverless Skills Lambda functions API Gateway DynamoDB (Perfect for real-world mini projects) X Deployment Skills CloudFormation Terraform Auto-scaling groups X Security + Monitoring GuardDuty CloudTrail Encryption + Least privilege X Portfolio Projects Multi-tier architecture Serverless backend CI/CD pipeline Static website hosting 🚀 By Step X Youre not just learning AWS Youre building cloud systems" [X Link](https://x.com/yourclouddude/status/1995569219555983397) 2025-12-01T19:02Z 11.3K followers, 13.7K engagements "Kubernetes in Plain English ☸ If Docker is pack the app Kubernetes is run it at massive scale. 👇 What Kubernetes Actually Is A system that manages containers automatically deploys them restarts them scales them heals them. Why It Exists Apps crash. Traffic spikes. Servers fail. Kubernetes handles all of it without you touching a thing. How It Works (Super Simple) You define the desired state Kubernetes keeps it that way. If a container dies it replaces it. If traffic rises it scales up. Core Concepts Pods smallest unit (your app) Deployments manage Pods Services expose your app Nodes" [X Link](https://x.com/yourclouddude/status/1996240666846708034) 2025-12-03T15:30Z 11.4K followers, 4448 engagements "How a total beginner went from confused first AWS project in XX days (real example you can copy) Day 1: Didnt understand EC2 S3 IAM. Watched random tutorials still lost. Day 7: Focused only on core services: EC2 S3 IAM Lambda VPC Stopped chasing 200+ AWS tools. Day 15: Built X simple pipeline: Upload file S3 Lambda Notification. Confidence unlocked. Day 21: Added basics: IAM roles CloudWatch logs Small architecture diagram. Finally understood how AWS fits together. Day 30: Deployed a clean working project. Uploaded to GitHub. Got recruiter replies. Takeaway: One finished project months of" [X Link](https://x.com/yourclouddude/status/1996611144841072774) 2025-12-04T16:02Z 11.3K followers, 11.4K engagements "Cloud engineers only use X services XX% of the time 👇 IAM access control EC2 compute S3 storage RDS database Lambda automation CloudFront speed VPC networking Master these first AWS stops feeling huge and starts making sense" [X Link](https://x.com/yourclouddude/status/1997381171689177585) 2025-12-06T19:02Z 11.4K followers, 3710 engagements "AWS isnt about memorizing EC2 S3 RDS Lambda VPC Its about understanding the patterns that show up in every real system. Once these patterns click the cloud becomes predictable even simple. Here are the X patterns that matter 👇" [X Link](https://x.com/yourclouddude/status/1997426198654107920) 2025-12-06T22:01Z 11.4K followers, 2321 engagements "WEEK X Networking (VPC Basics) Goal: understand how AWS isolates and secures resources. Learn: VPC Subnets (public vs private) Route tables NACL vs Security Group Internet Gateway vs NAT By the end: You can place EC2 inside a secure network correctly" [X Link](https://x.com/yourclouddude/status/1998105947995082895) 2025-12-08T19:02Z 11.3K followers, XXX engagements "WEEK X Serverless + Databases Goal: build modern scalable applications without managing servers. Learn: Lambda (functions triggers layers) API Gateway (REST APIs) DynamoDB (NoSQL basics) RDS (SQL basics) By the end: You can build a serverless backend with real data storage" [X Link](https://x.com/yourclouddude/status/1998105949299458086) 2025-12-08T19:02Z 11.3K followers, XXX engagements "AWS isnt hard youve just been learning it backwards. Start with these first: EC2 run apps S3 store files IAM control access Lambda run code RDS databases VPC networking CloudWatch monitoring Learn these. Build XX projects. Connect the dots. Thats when AWS finally clicks" [X Link](https://x.com/yourclouddude/status/1994874397472002167) 2025-11-29T21:01Z 11.4K followers, 44.7K engagements "AWS Case Study: How a beginner cut cloud costs by XX% in X week ☁⚡ A real example you can copy: 📌 Problem A startup was paying way too much for their testing environment. Random EC2s running 24/7. No monitoring. No cost visibility. 🔍 Approach A beginner AWS student analysed their setup and used just these X services: EC2 rightsized instances S3 moved logs + backups CloudWatch added metrics + alerts Lambda auto-stop unused EC2 Cost Explorer identify waste ⚙ What they implemented Auto-shutdown at night Weekly unused volume cleanup Moved static files to S3 Set alarms for high usage Tagged" [X Link](https://x.com/yourclouddude/status/1996067230887383280) 2025-12-03T04:01Z 11.4K followers, 5471 engagements "Before I understood AWS vs After I understood AWS Before: 200+ services Googling every term Didnt know what to build Exam syllabus felt overwhelming Architecture diagrams looked impossible After: EC2 S3 IAM VPC Lambda = XX% of real work Projects memorising theory Architecture = compute + storage + network + security Certifications started making sense Understanding why a service exists became the superpower It was never about more knowledge. It was about clarity" [X Link](https://x.com/yourclouddude/status/1997788587383836688) 2025-12-07T22:01Z 11.4K followers, 2812 engagements "Architect AWS with confidence: XX clear visual real-world designs" [X Link](https://x.com/yourclouddude/status/1998188807867318618) 2025-12-09T00:31Z 11.4K followers, 1564 engagements "Which AWS service lets you run containers without managing servers or clusters" [X Link](https://x.com/yourclouddude/status/1998664403349074117) 2025-12-10T08:01Z 11.4K followers, 1057 engagements "5 AWS Projects to Build as a Beginner ☁🛠 Host a static website on S3 + CloudFront Build a serverless API with Lambda + API Gateway Deploy a simple app on EC2 Create an image analyzer using Rekognition Set up a DynamoDB + SNS notification system 📌 Real projects real AWS skills" [X Link](https://x.com/yourclouddude/status/1995704844816884167) 2025-12-02T04:01Z 11.4K followers, 5771 engagements "How a complete beginner went from confused first Python project in XX days (real example you can copy) Day 1: Knew only basics (print loops lists). Tutorials on repeat zero real progress. Day 7: Focused only on essentials: Functions File handling APIs Simple OOP. Stopped jumping between random courses. Day 15: Built the first real project: Habit Tracker Tkinter UI + CSV storage + simple charts. Instant confidence boost. Day 21: Refactored code Added features Wrote a clean README Uploaded to GitHub. Python finally clicked. Day 30: Built a second project (Weather App with API). Shared online" [X Link](https://x.com/yourclouddude/status/1997743446681890962) 2025-12-07T19:02Z 11.4K followers, 5104 engagements "Pov: you finally understood AWS" [X Link](https://x.com/yourclouddude/status/1998061220964745430) 2025-12-08T16:04Z 11.4K followers, 3252 engagements "10 Python Projects That Make Your Resume Stand Out File Organizer automate your desktop Web Scraper extract real data Weather App use live APIs CRUD App Flask + SQL backend Resume Parser NLP practice Expense Tracker Tkinter GUI Chatbot Streamlit + GPT Stock Analyzer Pandas + APIs Email Sender automate workflows Job Tracker Selenium + Notion Forget endless tutorials. Build these XX show real proof of skill" [X Link](https://x.com/yourclouddude/status/1988563312888459487) 2025-11-12T11:03Z 11.4K followers, 2.5M engagements "Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials" [X Link](https://x.com/yourclouddude/status/1993857061424353364) 2025-11-27T01:39Z 11.4K followers, 4.5M engagements "If you want to break into Cloud + Python in 2026 follow this roadmap: Month X Python Basics Month X Databases Month X AWS Core Month X Projects Month X Portfolio Month X Job Prep Do this for X months youll be job-ready.G" [X Link](https://x.com/yourclouddude/status/1997224550606713273) 2025-12-06T08:40Z 11.4K followers, 13.5K engagements "Youre XX know only AWS basics & feel overwhelmed. Heres the path Id actually follow: Ignore the 200+ services master EC2 S3 IAM Lambda VPC CloudWatch Build X real projects (static site automation mini pipeline) Learn IAM roles/policies security makes sense Add tiny diagrams for every project Use CloudWatch logs learn debugging fast Deploy one flow: Upload S3 Lambda Notification Document everything on GitHub with a clean README Share progress for XX days This beats memorising services. Projects theory. Architecture overwhelm" [X Link](https://x.com/yourclouddude/status/1997656427234504860) 2025-12-07T13:16Z 11.4K followers, 27.8K engagements "Python Beginner Cheat sheet 👇" [X Link](https://x.com/yourclouddude/status/1997881589867688310) 2025-12-08T04:11Z 11.4K followers, 3916 engagements "AWS looks overwhelming because beginners try to learn everything. You dont need that. You need a 30-day plan that focuses on what actually matters. Heres the roadmap Id follow if I had to start AWS again today 👇" [X Link](https://x.com/yourclouddude/status/1998105945314890218) 2025-12-08T19:02Z 11.4K followers, 9725 engagements "☁ AWS in Plain English (so you never feel lost again): EC2 your computer in the cloud S3 a giant unlimited folder RDS a managed SQL database Lambda code that runs automatically API Gateway doorway to your APIs CloudWatch logs + monitoring VPC your private network IAM security guard of AWS CloudFront global CDN for speed DynamoDB NoSQL database SNS sends notifications SQS message queue that never sleeps Master these XX% of AWS suddenly becomes simple" [X Link](https://x.com/yourclouddude/status/1998150990650847631) 2025-12-08T22:01Z 11.4K followers, 479.8K engagements "How you can go from overwhelmed job-ready in XX days (just like Jane): Weeks 12: Learn Python basics Understand EC2 S3 IAM Set up a clean GitHub Weeks 34: Build X automation scripts Deploy a tiny Flask app Create an S3 Lambda flow Weeks 56: Write recruiter-friendly READMEs Add simple case-studies Polish LinkedIn + GitHub What happens next: Recruiters notice Freelance gigs appear Confidence skyrockets Start shipping projects thats the real unlock" [X Link](https://x.com/yourclouddude/status/1998369680025629170) 2025-12-09T12:30Z 11.4K followers, 13.8K engagements "AWS Certifications Start Here ☁🎓 Cloud Practitioner beginner foundations SAA (Architect Associate) design real systems DVA (Developer Associate) build cloud apps SOA (SysOps) manage infrastructure SAP (Pro Architect) advanced architectures Specialties ML Security Data Networking 📌 Start with CLF pick a track go deep" [X Link](https://x.com/yourclouddude/status/1998550858502443159) 2025-12-10T00:30Z 11.4K followers, 7044 engagements "Get AZURE certified today and start your cloud journey 👇" [X Link](https://x.com/yourclouddude/status/1998913251346710568) 2025-12-11T00:30Z 11.4K followers, XXX engagements "Grab the best AWS Learning resources now 👇" [X Link](https://x.com/yourclouddude/status/1999087393429684329) 2025-12-11T12:02Z 11.4K followers, XXX engagements "🗄 SQL in Plain English (so you actually get it): Table like an Excel sheet Row one record Column the type of data Primary Key unique ID Foreign Key link between tables SELECT fetch data INSERT add data UPDATE modify data DELETE remove data JOIN combine tables WHERE filter results ORDER BY sort results GROUP BY summarize data Master these you can handle XX% of real SQL work" [X Link](https://x.com/yourclouddude/status/1999238149986250947) 2025-12-11T22:01Z 11.4K followers, XXX engagements "Url shortner AWS Architecture explained 👇" [X Link](https://x.com/yourclouddude/status/1984411025429684595) 2025-11-01T00:03Z 11.4K followers, 2.6M engagements "Dont overthink it. Learn EC2 compute Learn S3 storage Learn RDS database Learn IAM security Learn VPC networking Learn Lambda automation Learn CloudWatch monitoring Learn Route XX DNS & domains You dont need every AWS service. Just master the ones that actually run the cloud. ☁" [X Link](https://x.com/yourclouddude/status/1984742632141013134) 2025-11-01T22:01Z 11.4K followers, 1.2M engagements "If I had to start again in 2025 Id only learn this: Python basics (logic functions APIs) AWS core: EC2 S3 IAM Lambda VPC Git + GitHub clean workflow PostgreSQL fundamentals Deploying simple apps on AWS Small automation scripts XX real project case-studies Clean recruiter-ready READMEs Posting progress publicly This cuts out XX% of the noise. Follow this you wont feel lost again" [X Link](https://x.com/yourclouddude/status/1996456723029311707) 2025-12-04T05:49Z 11.4K followers, 26.1K engagements "Youre XX know only Python basics & hate LeetCode. Heres the path Id actually take: Drop the DSA guilt focus on hireable skills Build X real projects (APIs automation dashboards mini-apps) Learn Flask/FastAPI deploy one on AWS Choose PostgreSQL master CRUD + joins Use Git/GitHub clean commits + solid README Add automation scripts (scraping file ops reports) Make a simple portfolio page upload everything Share progress publicly for XX days Apply to internships freelance gigs junior roles This path beats grinding XXX LeetCode problems. Skills theory. Projects pressure" [X Link](https://x.com/yourclouddude/status/1996521048137769189) 2025-12-04T10:04Z 11.4K followers, 96.7K engagements "☁ Azure in Plain English (for anyone feeling lost): VM your computer in the cloud Blob Storage your unlimited file folder Azure SQL managed SQL database Functions code that runs automatically App Service deploy apps without servers VNet your private network Azure AD identity & access guard Key Vault secret/password locker Cosmos DB fast global NoSQL database Front Door global CDN + traffic optimizer Monitor logs + alerts Service Bus message queue for apps Learn these Azure stops feeling like alphabet soup" [X Link](https://x.com/yourclouddude/status/1998913250063183960) 2025-12-11T00:30Z 11.4K followers, 5486 engagements "⚡ Serverless Architecture in Plain English 🧠 Serverless doesnt mean no servers. It means you dont manage them. AWS does the heavy lifting you just write code. Heres how a real serverless app works 👇 X API Requests API Gateway Your users hit an endpoint AWS routes it for you. X Logic Lambda Functions Your code runs only when needed pay per request. No servers no maintenance no scaling headaches. X Data DynamoDB or S3 Store app data files images logs all fully managed. X Authentication Cognito Sign-up login user management no backend needed. X Notifications SNS / SQS Background jobs alerts" [X Link](https://x.com/yourclouddude/status/1999087392020443328) 2025-12-11T12:02Z 11.4K followers, 3301 engagements "🏗 AWS Architecture in Plain English (Save this) Every cloud project big or small follows the same simple blueprint. Heres the version nobody explains 👇 X Frontend (UI) Hosted on S3 + CloudFront Fast. Global. Cheap. X Backend (API / App Logic) Run it on Lambda (serverless) or EC2 (full control). Handles requests auth uploads payments. X Database Use RDS for structured data (MySQL/Postgres). Use DynamoDB for flexible high-scale workloads. Store user info orders sessions anything. X File Storage Use S3 for images PDFs logs videos. Unlimited storage + versioning. X Security Layer IAM for" [X Link](https://x.com/yourclouddude/status/1999555287598895504) 2025-12-12T19:01Z 11.4K followers, 1102 engagements
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
@yourclouddude yourclouddudeYourclouddude emphasizes the importance of hands-on experience and projects in learning AWS and Python. The focus is on building real-world projects, such as serverless functions, cloudfront distributions, and static websites, to gain practical skills. The goal is to move beyond tutorials and theory, and to develop a problem-solving mindset to become job-ready.
Social category influence technology brands XXXXX% social networks XXXX%
Social topic influence lambda #4, build a #638, loops #115, core 3.95%, tracker #172, flow 2.63%, unlimited #448, azure #277, cloud #26, automation XXXX%
Top accounts mentioned or mentioned by @creativedelix @nikunjvaghasiy @paulkimaili @mekongwhisper @anantgupta010 @devopsnomad @insforge_dev @abhangsevak @hackblog5 @abhayrsr76 @biresh_biswas @tejas_page @tedniclg @ssr29mb @0xcodecustard @daviddiji @rslruiz @easyictt @nithishk456 @abouhamdun
Top posts by engagements in the last XX hours
"Project Case Study: How X beginner project led to X interviews 🧠🐍 A real simple example anyone can follow: 📌 Problem A student wanted to learn Python but kept restarting tutorials. No projects no portfolio no progress. 🔍 Approach He finally picked ONE simple idea: Track my expenses automatically. Tech used: pandas categorize expenses matplotlib visual reports csv data storage tkinter small GUI os file management ⚙ What he built An Expense Tracker that: Reads bank SMS/email logs Auto-categorizes spending Creates monthly charts Shows top X expense leaks Exports everything to CSV 🚀 Result"
X Link 2025-12-04T07:30Z 11.4K followers, 3828 engagements
"5 AWS PROJECTS everyone should know"
X Link 2025-12-08T11:14Z 11.4K followers, 9776 engagements
"Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials"
X Link 2025-10-15T03:05Z 11.4K followers, 4M engagements
"☁ AWS Projects Roadmap Beginner to Architect X AWS Basics EC2 S3 IAM VPC CloudWatch AWS CLI X Free-Tier Projects S3 + CloudFront website EC2 setup IAM Roles & Policies X Serverless Builds Lambda functions API Gateway APIs DynamoDB tables X Automation CloudFormation stacks Terraform basics Auto-scaling setups X Security + Monitoring GuardDuty alerts CloudTrail logs Cost optimization X Architect-Level Projects Multi-tier web apps Event-driven pipelines Disaster recovery setup ⚡ By this stage You dont just use AWS. You build scalable cloud systems like a Solution Architect"
X Link 2025-11-16T04:01Z 11.4K followers, 20.5K engagements
"🚀 How to Actually Use AWS Services to Build Projects Most people learn AWS but never use it. Heres the simple way 👇 X Frontend or App needs hosting Use S3 + CloudFront Cheap fast global. Perfect for websites & static apps. X Backend API needs compute Use Lambda (serverless) or EC2 (full control) Handles your logic routes auth payments anything. X User Data needs a database Use RDS (MySQL/Postgres) or DynamoDB (NoSQL) Pick based on structure vs scale. X File uploads images PDFs logs Store them in S3 Trigger processing with Lambda. X Real-time notifications Use SNS Email/SMS/push alerts Use"
X Link 2025-11-30T15:30Z 11.4K followers, 4120 engagements
"AWS in plain English: EC2 computer S3 storage RDS database IAM security guard Lambda automation Thats XX% of what youll use daily"
X Link 2025-11-30T23:01Z 11.3K followers, 5249 engagements
"☁ AWS Roadmap Beginner to Job-Ready X Start Here EC2 S3 IAM VPC CloudWatch (These X are XX% of real AWS work) X Hands-On Basics Launch EC2 Create S3 buckets Set IAM Roles Build a basic VPC X Serverless Skills Lambda functions API Gateway DynamoDB (Perfect for real-world mini projects) X Deployment Skills CloudFormation Terraform Auto-scaling groups X Security + Monitoring GuardDuty CloudTrail Encryption + Least privilege X Portfolio Projects Multi-tier architecture Serverless backend CI/CD pipeline Static website hosting 🚀 By Step X Youre not just learning AWS Youre building cloud systems"
X Link 2025-12-01T19:02Z 11.3K followers, 13.7K engagements
"Kubernetes in Plain English ☸ If Docker is pack the app Kubernetes is run it at massive scale. 👇 What Kubernetes Actually Is A system that manages containers automatically deploys them restarts them scales them heals them. Why It Exists Apps crash. Traffic spikes. Servers fail. Kubernetes handles all of it without you touching a thing. How It Works (Super Simple) You define the desired state Kubernetes keeps it that way. If a container dies it replaces it. If traffic rises it scales up. Core Concepts Pods smallest unit (your app) Deployments manage Pods Services expose your app Nodes"
X Link 2025-12-03T15:30Z 11.4K followers, 4448 engagements
"How a total beginner went from confused first AWS project in XX days (real example you can copy) Day 1: Didnt understand EC2 S3 IAM. Watched random tutorials still lost. Day 7: Focused only on core services: EC2 S3 IAM Lambda VPC Stopped chasing 200+ AWS tools. Day 15: Built X simple pipeline: Upload file S3 Lambda Notification. Confidence unlocked. Day 21: Added basics: IAM roles CloudWatch logs Small architecture diagram. Finally understood how AWS fits together. Day 30: Deployed a clean working project. Uploaded to GitHub. Got recruiter replies. Takeaway: One finished project months of"
X Link 2025-12-04T16:02Z 11.3K followers, 11.4K engagements
"Cloud engineers only use X services XX% of the time 👇 IAM access control EC2 compute S3 storage RDS database Lambda automation CloudFront speed VPC networking Master these first AWS stops feeling huge and starts making sense"
X Link 2025-12-06T19:02Z 11.4K followers, 3710 engagements
"AWS isnt about memorizing EC2 S3 RDS Lambda VPC Its about understanding the patterns that show up in every real system. Once these patterns click the cloud becomes predictable even simple. Here are the X patterns that matter 👇"
X Link 2025-12-06T22:01Z 11.4K followers, 2321 engagements
"WEEK X Networking (VPC Basics) Goal: understand how AWS isolates and secures resources. Learn: VPC Subnets (public vs private) Route tables NACL vs Security Group Internet Gateway vs NAT By the end: You can place EC2 inside a secure network correctly"
X Link 2025-12-08T19:02Z 11.3K followers, XXX engagements
"WEEK X Serverless + Databases Goal: build modern scalable applications without managing servers. Learn: Lambda (functions triggers layers) API Gateway (REST APIs) DynamoDB (NoSQL basics) RDS (SQL basics) By the end: You can build a serverless backend with real data storage"
X Link 2025-12-08T19:02Z 11.3K followers, XXX engagements
"AWS isnt hard youve just been learning it backwards. Start with these first: EC2 run apps S3 store files IAM control access Lambda run code RDS databases VPC networking CloudWatch monitoring Learn these. Build XX projects. Connect the dots. Thats when AWS finally clicks"
X Link 2025-11-29T21:01Z 11.4K followers, 44.7K engagements
"AWS Case Study: How a beginner cut cloud costs by XX% in X week ☁⚡ A real example you can copy: 📌 Problem A startup was paying way too much for their testing environment. Random EC2s running 24/7. No monitoring. No cost visibility. 🔍 Approach A beginner AWS student analysed their setup and used just these X services: EC2 rightsized instances S3 moved logs + backups CloudWatch added metrics + alerts Lambda auto-stop unused EC2 Cost Explorer identify waste ⚙ What they implemented Auto-shutdown at night Weekly unused volume cleanup Moved static files to S3 Set alarms for high usage Tagged"
X Link 2025-12-03T04:01Z 11.4K followers, 5471 engagements
"Before I understood AWS vs After I understood AWS Before: 200+ services Googling every term Didnt know what to build Exam syllabus felt overwhelming Architecture diagrams looked impossible After: EC2 S3 IAM VPC Lambda = XX% of real work Projects memorising theory Architecture = compute + storage + network + security Certifications started making sense Understanding why a service exists became the superpower It was never about more knowledge. It was about clarity"
X Link 2025-12-07T22:01Z 11.4K followers, 2812 engagements
"Architect AWS with confidence: XX clear visual real-world designs"
X Link 2025-12-09T00:31Z 11.4K followers, 1564 engagements
"Which AWS service lets you run containers without managing servers or clusters"
X Link 2025-12-10T08:01Z 11.4K followers, 1057 engagements
"5 AWS Projects to Build as a Beginner ☁🛠 Host a static website on S3 + CloudFront Build a serverless API with Lambda + API Gateway Deploy a simple app on EC2 Create an image analyzer using Rekognition Set up a DynamoDB + SNS notification system 📌 Real projects real AWS skills"
X Link 2025-12-02T04:01Z 11.4K followers, 5771 engagements
"How a complete beginner went from confused first Python project in XX days (real example you can copy) Day 1: Knew only basics (print loops lists). Tutorials on repeat zero real progress. Day 7: Focused only on essentials: Functions File handling APIs Simple OOP. Stopped jumping between random courses. Day 15: Built the first real project: Habit Tracker Tkinter UI + CSV storage + simple charts. Instant confidence boost. Day 21: Refactored code Added features Wrote a clean README Uploaded to GitHub. Python finally clicked. Day 30: Built a second project (Weather App with API). Shared online"
X Link 2025-12-07T19:02Z 11.4K followers, 5104 engagements
"Pov: you finally understood AWS"
X Link 2025-12-08T16:04Z 11.4K followers, 3252 engagements
"10 Python Projects That Make Your Resume Stand Out File Organizer automate your desktop Web Scraper extract real data Weather App use live APIs CRUD App Flask + SQL backend Resume Parser NLP practice Expense Tracker Tkinter GUI Chatbot Streamlit + GPT Stock Analyzer Pandas + APIs Email Sender automate workflows Job Tracker Selenium + Notion Forget endless tutorials. Build these XX show real proof of skill"
X Link 2025-11-12T11:03Z 11.4K followers, 2.5M engagements
"Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials"
X Link 2025-11-27T01:39Z 11.4K followers, 4.5M engagements
"If you want to break into Cloud + Python in 2026 follow this roadmap: Month X Python Basics Month X Databases Month X AWS Core Month X Projects Month X Portfolio Month X Job Prep Do this for X months youll be job-ready.G"
X Link 2025-12-06T08:40Z 11.4K followers, 13.5K engagements
"Youre XX know only AWS basics & feel overwhelmed. Heres the path Id actually follow: Ignore the 200+ services master EC2 S3 IAM Lambda VPC CloudWatch Build X real projects (static site automation mini pipeline) Learn IAM roles/policies security makes sense Add tiny diagrams for every project Use CloudWatch logs learn debugging fast Deploy one flow: Upload S3 Lambda Notification Document everything on GitHub with a clean README Share progress for XX days This beats memorising services. Projects theory. Architecture overwhelm"
X Link 2025-12-07T13:16Z 11.4K followers, 27.8K engagements
"Python Beginner Cheat sheet 👇"
X Link 2025-12-08T04:11Z 11.4K followers, 3916 engagements
"AWS looks overwhelming because beginners try to learn everything. You dont need that. You need a 30-day plan that focuses on what actually matters. Heres the roadmap Id follow if I had to start AWS again today 👇"
X Link 2025-12-08T19:02Z 11.4K followers, 9725 engagements
"☁ AWS in Plain English (so you never feel lost again): EC2 your computer in the cloud S3 a giant unlimited folder RDS a managed SQL database Lambda code that runs automatically API Gateway doorway to your APIs CloudWatch logs + monitoring VPC your private network IAM security guard of AWS CloudFront global CDN for speed DynamoDB NoSQL database SNS sends notifications SQS message queue that never sleeps Master these XX% of AWS suddenly becomes simple"
X Link 2025-12-08T22:01Z 11.4K followers, 479.8K engagements
"How you can go from overwhelmed job-ready in XX days (just like Jane): Weeks 12: Learn Python basics Understand EC2 S3 IAM Set up a clean GitHub Weeks 34: Build X automation scripts Deploy a tiny Flask app Create an S3 Lambda flow Weeks 56: Write recruiter-friendly READMEs Add simple case-studies Polish LinkedIn + GitHub What happens next: Recruiters notice Freelance gigs appear Confidence skyrockets Start shipping projects thats the real unlock"
X Link 2025-12-09T12:30Z 11.4K followers, 13.8K engagements
"AWS Certifications Start Here ☁🎓 Cloud Practitioner beginner foundations SAA (Architect Associate) design real systems DVA (Developer Associate) build cloud apps SOA (SysOps) manage infrastructure SAP (Pro Architect) advanced architectures Specialties ML Security Data Networking 📌 Start with CLF pick a track go deep"
X Link 2025-12-10T00:30Z 11.4K followers, 7044 engagements
"Get AZURE certified today and start your cloud journey 👇"
X Link 2025-12-11T00:30Z 11.4K followers, XXX engagements
"Grab the best AWS Learning resources now 👇"
X Link 2025-12-11T12:02Z 11.4K followers, XXX engagements
"🗄 SQL in Plain English (so you actually get it): Table like an Excel sheet Row one record Column the type of data Primary Key unique ID Foreign Key link between tables SELECT fetch data INSERT add data UPDATE modify data DELETE remove data JOIN combine tables WHERE filter results ORDER BY sort results GROUP BY summarize data Master these you can handle XX% of real SQL work"
X Link 2025-12-11T22:01Z 11.4K followers, XXX engagements
"Url shortner AWS Architecture explained 👇"
X Link 2025-11-01T00:03Z 11.4K followers, 2.6M engagements
"Dont overthink it. Learn EC2 compute Learn S3 storage Learn RDS database Learn IAM security Learn VPC networking Learn Lambda automation Learn CloudWatch monitoring Learn Route XX DNS & domains You dont need every AWS service. Just master the ones that actually run the cloud. ☁"
X Link 2025-11-01T22:01Z 11.4K followers, 1.2M engagements
"If I had to start again in 2025 Id only learn this: Python basics (logic functions APIs) AWS core: EC2 S3 IAM Lambda VPC Git + GitHub clean workflow PostgreSQL fundamentals Deploying simple apps on AWS Small automation scripts XX real project case-studies Clean recruiter-ready READMEs Posting progress publicly This cuts out XX% of the noise. Follow this you wont feel lost again"
X Link 2025-12-04T05:49Z 11.4K followers, 26.1K engagements
"Youre XX know only Python basics & hate LeetCode. Heres the path Id actually take: Drop the DSA guilt focus on hireable skills Build X real projects (APIs automation dashboards mini-apps) Learn Flask/FastAPI deploy one on AWS Choose PostgreSQL master CRUD + joins Use Git/GitHub clean commits + solid README Add automation scripts (scraping file ops reports) Make a simple portfolio page upload everything Share progress publicly for XX days Apply to internships freelance gigs junior roles This path beats grinding XXX LeetCode problems. Skills theory. Projects pressure"
X Link 2025-12-04T10:04Z 11.4K followers, 96.7K engagements
"☁ Azure in Plain English (for anyone feeling lost): VM your computer in the cloud Blob Storage your unlimited file folder Azure SQL managed SQL database Functions code that runs automatically App Service deploy apps without servers VNet your private network Azure AD identity & access guard Key Vault secret/password locker Cosmos DB fast global NoSQL database Front Door global CDN + traffic optimizer Monitor logs + alerts Service Bus message queue for apps Learn these Azure stops feeling like alphabet soup"
X Link 2025-12-11T00:30Z 11.4K followers, 5486 engagements
"⚡ Serverless Architecture in Plain English 🧠 Serverless doesnt mean no servers. It means you dont manage them. AWS does the heavy lifting you just write code. Heres how a real serverless app works 👇 X API Requests API Gateway Your users hit an endpoint AWS routes it for you. X Logic Lambda Functions Your code runs only when needed pay per request. No servers no maintenance no scaling headaches. X Data DynamoDB or S3 Store app data files images logs all fully managed. X Authentication Cognito Sign-up login user management no backend needed. X Notifications SNS / SQS Background jobs alerts"
X Link 2025-12-11T12:02Z 11.4K followers, 3301 engagements
"🏗 AWS Architecture in Plain English (Save this) Every cloud project big or small follows the same simple blueprint. Heres the version nobody explains 👇 X Frontend (UI) Hosted on S3 + CloudFront Fast. Global. Cheap. X Backend (API / App Logic) Run it on Lambda (serverless) or EC2 (full control). Handles requests auth uploads payments. X Database Use RDS for structured data (MySQL/Postgres). Use DynamoDB for flexible high-scale workloads. Store user info orders sessions anything. X File Storage Use S3 for images PDFs logs videos. Unlimited storage + versioning. X Security Layer IAM for"
X Link 2025-12-12T19:01Z 11.4K followers, 1102 engagements
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