@uplatz Uplatz

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Social Influence

Social category influence technology brands 36.99% stocks 34.25% finance 2.05%

Social topic influence ai 66.44%, azure #733, javascript #1099, science 34.25%, sap #482, microsoft #2768, $googl 32.19%, oracle #1190, tableau #140, $crm #207

Top accounts mentioned or mentioned by @uplatzcom

Top assets mentioned Microsoft Corp. (MSFT) Alphabet Inc Class A (GOOGL) Salesforce Inc (CRM)

Top Social Posts

Top posts by engagements in the last [--] hours

"Memory Is the New Model: Why Context and State Now Define AI Power Uplatz For years AI progress was defined by bigger models and more parameters. But today the real differentiator is no longer just model sizeits memory. Persistent context retrieval systems long-term state and structured knowledge layers are increasingly shaping how intelligent systems behave. In this video we explore why memory is becoming more important than the model itself. This Uplatz Explainer video starts by explaining the limits of stateless language models. We discuss why single-prompt intelligence breaks down in"
YouTube Link 2026-02-15T08:25Z 16K followers, [--] engagements

"CUDA Ecosystem Explained: Architecture Tools and Development Workflow Uplatz CUDA (Compute Unified Device Architecture) is more than just a GPU programming modelit is a complete ecosystem for high-performance computing AI training scientific simulation and accelerated data processing. Understanding the CUDA ecosystem means understanding not only the hardware architecture but also the tooling libraries and development methodology that make large-scale GPU computing possible. This Uplatz Explainer video starts with the architectural foundations of CUDA. We explain the GPU execution"
YouTube Link 2026-02-17T02:07Z 16K followers, [--] engagements

"Pillars of Production SQL: Writing Queries That Scale and Survive Uplatz Writing SQL for learning is very different from writing SQL for production. In real systems queries must handle scale concurrency reliability and evolving schemaswithout breaking performance or data integrity. In this video we break down the core pillars of production-grade SQL and how to design queries that survive real-world workloads. This Uplatz Explainer video starts with the first pillar: performance awareness. We explain why understanding execution plans indexing strategies join behavior and query cost estimation"
YouTube Link 2026-02-15T08:24Z 16K followers, [--] engagements

"The Attention Bottleneck: Breaking AIs Scaling Barrier Uplatz Modern AI models owe much of their power to attention mechanismsbut attention also creates one of the biggest scaling challenges in deep learning. As models grow larger and context windows expand attention becomes increasingly expensive in terms of compute memory and latency. In this video we explore the attention bottleneck and the innovations aimed at overcoming it. This Uplatz Explainer video starts by explaining how self-attention works at a conceptual level and why it scales quadratically with sequence length. Youll understand"
YouTube Link 2026-02-15T08:38Z 16K followers, [--] engagements

"Securely Sharing AI Power: Building Trusted Multi-Party AI Systems Uplatz AI systems are no longer confined to a single team or organization. Today models data and compute resources are increasingly shared across departments partners and even national boundaries. But sharing AI power introduces serious risksdata leakage model misuse compliance violations and loss of control. In this video we break down how AI capabilities can be shared securely without sacrificing innovation. This Uplatz Explainer video starts with the core challenge of AI collaboration. We explain why centralized AI"
YouTube Link 2026-02-15T06:08Z 16K followers, [--] engagements

"The Lakehouse Convergence: Unifying Data Lakes and Warehouses Uplatz For years organizations struggled with a split data architecturedata lakes for scale and flexibility data warehouses for structure and reliability. The lakehouse architecture promises to unify both worlds into a single governed high-performance platform. In this video we break down what the lakehouse convergence really means and why its reshaping modern data platforms. This Uplatz Explainer video starts with the historical divide between data lakes and data warehouses. We explain why lakes were scalable but messy warehouses"
YouTube Link 2026-02-17T01:55Z 16K followers, [--] engagements

"Multi-Agent Systems: Architectures Coordination and Control Uplatz As AI systems grow more complex single-model solutions are no longer enough. Many real-world problems require multiple intelligent agents to collaborate specialize negotiate and coordinate toward shared goals. Multi-agent systems (MAS) provide the architectural foundation for this shift. In this video we break down how multi-agent systems are designed coordinated and operated in practice. This Uplatz Explainer video starts with the fundamentals of multi-agent systemswhat an agent is why multiple agents are used instead of one"
YouTube Link 2026-02-08T23:32Z 16K followers, [--] engagements

"Accuracy vs Performance in Vector Search: Navigating the High-Dimensional Frontier Uplatz High-dimensional vector retrieval powers modern AI systemsfrom semantic search and recommendation engines to Retrieval-Augmented Generation (RAG). But as datasets grow and latency requirements tighten systems must balance two competing goals: accuracy and performance. In this video we break down the accuracy-performance frontier in high-dimensional vector search and how to navigate it strategically. This Uplatz Explainer video starts by explaining why vector retrieval is computationally challenging. We"
YouTube Link 2026-02-17T01:59Z 16K followers, [--] engagements

"The Logical Qubit: Engineering Fault-Tolerant Quantum Computing Uplatz Quantum computers today operate with fragile physical qubits that are highly sensitive to noise and errors. But the future of scalable quantum computing depends on something far more powerful: the logical qubit. Logical qubits are engineered abstractions built on top of many physical qubits enabling error correction and fault tolerance. In this video we explore how logical qubits are constructed and why they are central to the fault-tolerant era of quantum computing. This Uplatz Explainer video starts by distinguishing"
YouTube Link 2026-02-15T06:14Z 16K followers, [--] engagements

"Kubernetes GPU Scheduling: Efficient AI Workload Orchestration Uplatz Running AI workloads in production often means managing GPUs efficientlyand Kubernetes plays a central role in orchestrating these resources. But GPU scheduling is far more complex than CPU-based workloads due to device constraints memory limits and hardware-specific requirements. In this video we break down how Kubernetes GPU scheduling works and how to optimize it for AI systems. This Uplatz Explainer video starts with the fundamentals of Kubernetes resource scheduling. We explain how the scheduler works how resource"
YouTube Link 2026-02-15T08:16Z 16K followers, [--] engagements

"Columnar Query Optimization: Faster Analytics at Scale Uplatz Columnar databases have transformed analytics by drastically improving query performance on large datasets. But simply using a columnar engine doesnt guarantee speedreal performance comes from understanding how columnar storage works and how queries are optimized internally. In this video we break down columnar query optimization and how to design faster analytical workloads. This Uplatz Explainer video starts with the fundamentals of columnar storage. We explain how column-based data layout differs from row-based systems why"
YouTube Link 2026-02-17T01:57Z 16K followers, [--] engagements

"Modern Data Architectures: Data Mesh vs Data Fabric Uplatz As data ecosystems grow more complex traditional centralized data architectures struggle to scale across teams domains and geographies. Two powerful paradigms have emerged to address this challenge: Data Mesh and Data Fabric. In this video we break down these modern data architecture models how they differ and when to use each. This Uplatz Explainer video starts by explaining why legacy data architecturescentralized data warehouses and monolithic lakesoften create bottlenecks. We discuss organizational scaling issues ownership"
YouTube Link 2026-02-17T03:23Z 16K followers, [--] engagements

"The Secret Life of a SQL Query: What Happens Behind the Scenes Uplatz A SQL query looks simple on the surfacebut inside the database engine a complex sequence of operations unfolds in milliseconds. From parsing and optimization to execution and disk access every query goes through multiple internal stages before results appear on your screen. In this video we uncover the secret life of a SQL query and explain what really happens behind the scenes. This Uplatz Explainer video starts with the journey of a query from the moment you hit Run. We explain parsing syntax validation semantic checks"
YouTube Link 2026-02-15T06:17Z 16K followers, [--] engagements

"Multi-GPU Programming: Architectures Paradigms and Scaling Strategies Uplatz As AI models and high-performance workloads grow larger a single GPU is often no longer enough. Multi-GPU programming enables massive parallelismbut it also introduces challenges in communication synchronization memory sharing and scaling efficiency. In this video we break down the core architectures and paradigms of multi-GPU programming and how real systems scale effectively. This Uplatz Explainer video starts with the fundamentals of multi-GPU architectures. We explain how GPUs are connectedPCIe NVLink NVSwitchand"
YouTube Link 2026-02-17T00:39Z 16K followers, [--] engagements

"Serverless AI Inference: Scalable Cost-Efficient Model Serving Explained Uplatz As AI adoption grows organizations want model serving that scales automatically reduces idle costs and removes infrastructure complexity. Serverless AI inference promises exactly thatbut it comes with unique architectural trade-offs. In this video we break down how serverless inference works when it makes sense and how to design it properly. This Uplatz Explainer video starts with the fundamentals of serverless computing and how it applies to AI workloads. We explain the core idea: event-driven execution automatic"
YouTube Link 2026-02-14T15:12Z 16K followers, [--] engagements

"LLM Memory Management at Scale: Architecting the Infinite Uplatz Large language models appear limitlessbut in reality they operate within strict memory constraints. Context windows KV caches retrieval layers and persistent state all compete for finite compute and storage resources. Scaling AI systems requires careful memory architecture not just bigger models. In this video we break down how LLM memory is managed at scale and what it takes to architect infinite experiences responsibly. This Uplatz Explainer video starts by explaining the types of memory in LLM systems. We cover short-term"
YouTube Link 2026-02-16T05:24Z 16K followers, [--] engagements

"CUDA Shared Memory and Bank Conflict Optimization Uplatz CUDA (Compute Unified Device Architecture) is NVIDIAs parallel computing platform that allows developers to use GPUs for high-performance computing and AI workloads. One of CUDAs most powerful optimization tools is shared memorybut improper usage especially bank conflicts can severely degrade performance. In this video we break down how CUDA shared memory works and how to optimize it effectively. This Uplatz Explainer video starts with the fundamentals of GPU memory hierarchy. We explain global memory shared memory registers and"
YouTube Link 2026-02-16T05:28Z 16K followers, [--] engagements

"Inference Is Eating Training: The New Economics of AI Uplatz For years AI headlines focused on massive model training runsbut today inference is becoming the dominant cost and strategic driver in AI systems. As models move into production and power real-time applications the economics shift from one-time training investments to continuous inference expenses. In this video we explore why inference is eating training and how this changes the AI economy. This Uplatz Explainer video starts by contrasting training and inference. We explain why training is compute-intensive but episodic while"
YouTube Link 2026-02-15T00:59Z 16K followers, [--] engagements

"Distributed KV Cache Systems: Scaling LLM Inference Efficiently Uplatz As large language models generate text token by token they rely heavily on the key-value (KV) cache to avoid recomputing attention for previous tokens. But when inference scales across users sessions and distributed GPUs KV cache management becomes a major architectural challenge. In this video we break down distributed KV cache systems and how they enable scalable low-latency LLM inference. This Uplatz Explainer video starts with the fundamentals of KV caching. We explain how transformer models store attention keys and"
YouTube Link 2026-02-17T03:24Z 16K followers, [--] engagements

"Quantum Software Stack: Solving the Quantum Compilation Bottleneck Uplatz Quantum hardware is advancing rapidlybut software remains one of the biggest bottlenecks. Between high-level algorithms and fragile quantum circuits lies a complex compilation layer that determines whether quantum programs actually run efficiently on real devices. In this video we break down the quantum software stack and explore how the industry is tackling the quantum compilation challenge. This Uplatz Explainer video starts with a high-level overview of the quantum software stack. We explain how quantum applications"
YouTube Link 2026-02-15T01:09Z 16K followers, [--] engagements

"CUDA Programming Model Explained: Threads Blocks and GPU Execution Uplatz CUDA (Compute Unified Device Architecture) enables developers to harness the massive parallelism of NVIDIA GPUs. But writing efficient CUDA code requires understanding its unique programming modelhow threads are organized how memory is accessed and how computation maps to hardware. In this video we break down the CUDA programming model clearly and practically. This Uplatz Explainer video starts with the core execution hierarchy. We explain grids blocks threads warps and streaming multiprocessors (SMs)and how your kernel"
YouTube Link 2026-02-17T02:10Z 16K followers, [--] engagements

"CUDA Memory Coalescing Explained: Access Pattern Optimization for GPUs Uplatz CUDA (Compute Unified Device Architecture) allows developers to unlock massive parallel performance on NVIDIA GPUsbut memory access patterns often determine whether your kernel runs fast or painfully slow. One of the most important performance concepts in CUDA programming is memory coalescing. In this video we break down how memory coalescing works and how to optimize access patterns for maximum throughput. This Uplatz Explainer video starts with the fundamentals of GPU memory hierarchy and global memory behavior."
YouTube Link 2026-02-17T00:36Z 16K followers, [--] engagements

"AI Infrastructure as Code: Automating Scalable Model Deployments Uplatz As AI systems move from experiments to production manual infrastructure management becomes unsustainable. GPUs model servers data pipelines monitoring stacks and scaling policies must be reproducible versioned and automated. This is where AI Infrastructure as Code (AI IaC) becomes essential. In this video we break down how infrastructure-as-code principles apply to modern AI systems and why they are critical for scale. This Uplatz Explainer video starts with the fundamentals of Infrastructure as Code and how it extends"
YouTube Link 2026-02-15T01:06Z 16K followers, [--] engagements

"How SQL Queries Actually Run: Database Internals and Execution Architecture Uplatz When you write a SQL query it looks simplebut under the hood the database performs a complex sequence of steps to parse optimize and execute it efficiently. Understanding how SQL query execution works is critical for writing faster queries diagnosing performance issues and designing scalable systems. In this video we break down the architecture of SQL query execution and core database internals. This Uplatz Explainer video starts with the high-level lifecycle of a SQL query. We explain how a query moves through"
YouTube Link 2026-02-15T00:58Z 16K followers, [--] engagements

"Neural State Machines: The Rise of Compute-First Intelligence Uplatz As AI systems evolve beyond static prediction models a new paradigm is emergingNeural State Machines. Instead of relying solely on pattern recognition these systems integrate memory state transitions and compute-driven control logic to create more persistent and adaptive intelligence. In this video we explore what Neural State Machines are and why they represent a shift toward compute-first AI architectures. This Uplatz Explainer video begins by contrasting traditional neural networks with state-based systems. We explain how"
YouTube Link 2026-02-15T00:56Z 16K followers, [--] engagements

"Big Data Format Battle: Parquet vs ORC vs Avro Uplatz In the world of big data your storage format can make or break performance cost efficiency and scalability. Formats like Parquet ORC and Avro dominate modern data platformsbut they are built for very different use cases. In this video we break down the big data format battle and explain how to choose the right format for your architecture. This Uplatz Explainer video starts by explaining why file formats matter in distributed data systems. We discuss columnar vs row-based storage schema evolution compression efficiency and how query"
YouTube Link 2026-02-17T00:55Z 16K followers, [--] engagements

"AI Reasoning: From Chains of Thought to Trees of Reasoning Uplatz Reasoning is what separates simple text generation from intelligent decision-making. As AI systems tackle more complex problems theyve evolved from linear reasoning patterns to richer more flexible structures. In this video we explore how AI reasoning has progressedfrom Chains of Thought to Trees of Reasoningand why this shift is critical for building reliable high-performing AI systems. This Uplatz Explainer video starts with the foundations of AI reasoning. We explain what chain-of-thought reasoning is why step-by-step"
YouTube Link 2026-02-09T23:23Z 16K followers, [--] engagements

"AIs Speed Problem: Why Powerful Models Still Feel Slow Uplatz AI models are becoming more powerful every yearbut theyre not always becoming faster. From slow responses in chat systems to high latency in AI-powered apps speed remains one of the biggest bottlenecks in real-world AI deployment. In this video we break down AIs speed problemwhy it exists where it comes from and how engineers solve it. This Uplatz Explainer video starts by explaining why inference speed is fundamentally different from traditional software performance. We discuss model size token-by-token generation memory bandwidth"
YouTube Link 2026-02-14T10:31Z 16K followers, [--] engagements

"Reasoning as a Service: The Next Evolution of AI Platforms Uplatz As AI systems grow more advanced raw model access is no longer enough. Organizations increasingly need structured reliable and scalable reasoning capabilitiesnot just text generation. This shift is giving rise to a new paradigm: Reasoning as a Service (RaaS). In this video we break down what Reasoning as a Service means how it works and why it could redefine AI platforms. This Uplatz Explainer video starts by distinguishing between inference as a service and reasoning as a service. We explain how traditional AI APIs focus on"
YouTube Link 2026-02-14T11:05Z 16K followers, [--] engagements

"SQL Window Functions: Rankings Running Totals and Advanced Analytics Uplatz SQL Window Functions are one of the most powerfuland often misunderstoodfeatures in modern databases. They allow you to perform advanced calculations across rows without collapsing results like traditional GROUP BY queries. In this video we break down SQL window functions clearly and show how they unlock real analytical power. This Uplatz Explainer video starts with the fundamentals of what a window function is and how it differs from aggregate functions. We explain the concept of a window of rows how partitions work"
YouTube Link 2026-02-14T11:10Z 16K followers, [--] engagements

"ACID Principles Explained: Why Modern Databases Still Depend on Them Uplatz Even in the era of distributed systems cloud-native platforms and NoSQL databases the ACID principles remain foundational to data integrity and reliability. But how do ACID guarantees work in modern highly scalable architectures In this video we break down ACID principles and explore how they apply to todays databases. This Uplatz Explainer video starts with the fundamentalswhat ACID stands for: Atomicity Consistency Isolation and Durability. We explain each principle clearly and show why transactional guarantees are"
YouTube Link 2026-02-14T11:07Z 16K followers, [--] engagements

"SAP Learning Demystified: What It Is Who Its For and How to Get Started Uplatz SAP is one of the most widely used enterprise platforms in the worldpowering finance supply chains HR manufacturing and analytics across global organizations. Yet for many beginners SAP feels complex intimidating and unclear as a career choice. In this video we break down SAP learning from first principleswhat SAP really is who it is meant for and how to start learning it the right way. This Uplatz Explainer video explains SAP beyond buzzwords. Youll learn what SAP does inside real organizations how it supports"
YouTube Link 2026-02-01T21:31Z 16K followers, [--] engagements

"What Is Google Gemini Googles Multimodal AI Explained Simply Uplatz Google Gemini is Googles next-generation AI model designed to go far beyond traditional chatbots. Built as a multimodal system from the ground up Gemini can understand and reason across text images code audio and videomaking it a major step forward in how AI systems interact with the real world. In this video we break down what Google Gemini is how it works and why it matters. This Uplatz Explainer video starts with the fundamentalswhat Gemini is why Google built it and how it differs from earlier models like Bard and"
YouTube Link 2026-02-09T23:06Z 16K followers, [--] engagements

"The Rise of Compound AI: Why the Engineered Stack Is Winning Uplatz The future of AI is no longer about a single powerful model. Its about compound AI systemsengineered stacks that combine models tools memory orchestration layers guardrails and infrastructure into integrated production-ready intelligence. In this video we break down what compound AI means and why engineered stacks are becoming the dominant architecture pattern. This Uplatz Explainer video starts by explaining why standalone models are insufficient for complex real-world tasks. We discuss limitations such as hallucinations"
YouTube Link 2026-02-15T08:15Z 16K followers, [--] engagements

"Ant Design for Enterprise React Development: Scalable UI Systems & Best Practices Uplatz In this Uplatz Explainer we explore Ant Design (AntD) for Enterprise React Development showing how teams build scalable consistent and production-ready user interfaces for large applications. Ant Design is widely adopted in enterprise environments for its rich component ecosystem strong design consistency and data-heavy UI support. This video focuses on how Ant Design is used in real-world enterprise React projects not just basic component usage. Youll learn how AntD helps teams move faster while"
YouTube Link 2025-12-20T19:32Z 16K followers, [--] engagements

"How Data Types Impact Database Performance and Storage Design Uplatz Choosing the right data type in a database is not just a syntax decisionit directly impacts storage efficiency query speed indexing performance and system scalability. Poor data type choices can silently increase storage costs slow down queries and create long-term maintenance issues. In this video we explore the architectural impact of data types on storage and performance. This Uplatz Explainer video starts with the fundamentals of data representation inside databases. We explain how integers floats strings dates booleans"
YouTube Link 2026-02-15T08:19Z 16K followers, [--] engagements

"The Context Paradox: Why More Data Doesnt Make LLMs More Truthful Uplatz Intuitively giving a large language model more context should make it more accurate. More data more grounding better answersright Not always. In practice expanding context windows can dilute signal increase confusion and even reduce truthfulness. In this video we unpack the Context Paradox and explain why more information can sometimes make LLM outputs worse. This Uplatz Explainer video starts by defining the context paradox. We explain how LLMs process tokens probabilistically why attention mechanisms distribute focus"
YouTube Link 2026-02-15T06:10Z 16K followers, [--] engagements

"API vs SDK: Whats the Difference and When Should You Use Each Uplatz API and SDK are two of the most commonly usedand most misunderstoodterms in software development. They are often mentioned together sometimes interchangeably yet they serve very different purposes in how applications are built and integrated. In this video we clearly break down the difference between APIs and SDKs how they work together and when you should use one over the other. This Uplatz Explainer video starts with the fundamentals. We explain what an API really is how it exposes functionality and data and why APIs are"
YouTube Link 2026-02-07T22:35Z 16K followers, [--] engagements

"Database Normalization vs Denormalization: When and Why to Use Each Uplatz Database design is a balancing act between data integrity and performance. Normalization helps eliminate redundancy and maintain consistency while denormalization can dramatically improve query speed and simplify read-heavy workloads. In this video we break down normalization and denormalization clearlyso you know when to use each approach in real-world systems. This Uplatz Explainer video starts with the fundamentals of database normalization. We explain the core goalsreducing redundancy preventing anomalies and"
YouTube Link 2026-02-14T11:12Z 16K followers, [--] engagements

"The Inference Economy: Forecasting AI Cloud Costs Strategically Uplatz As AI moves from experimentation to full-scale deployment inferencenot trainingis becoming the dominant cost driver. Every user request API call and agent action consumes compute. Understanding and forecasting inference costs is now a strategic necessity not just a technical detail. In this video we break down the emerging inference economy and how to plan AI cloud spending intelligently. This Uplatz Explainer video starts by explaining why inference economics differ from traditional cloud workloads. We discuss token-based"
YouTube Link 2026-02-15T08:40Z 16K followers, [--] engagements

"Hybrid AI Architecture: Sovereignty Scale and the Compute Continuum Uplatz As AI adoption accelerates organizations are no longer choosing between on-prem or cloudthey are designing hybrid AI architectures that balance data sovereignty regulatory control and scalable compute. The future of AI is not centralized or fragmentedits a compute continuum spanning edge private cloud and hyperscale infrastructure. In this video we break down how hybrid AI systems are architected for both sovereignty and scale. This Uplatz Explainer video starts by explaining why hybrid AI is becoming essential. We"
YouTube Link 2026-02-14T10:25Z 16K followers, [--] engagements

"SQL Performance Playbook: How to Optimize Queries Like a Pro Uplatz Slow SQL queries can quietly cripple applicationscausing latency spikes timeouts and rising infrastructure costs. Performance problems are often not about hardware but about how queries are written indexed and executed. In this video we break down a practical SQL performance playbook to help you optimize queries systematically and confidently. This Uplatz Explainer video starts with the fundamentals of query performance. We explain how databases execute queries using execution plans how the query optimizer works and why"
YouTube Link 2026-02-14T11:08Z 16K followers, [--] engagements

"How to Build an AI Specialist: Skills Mindset and Career Path Uplatz Becoming an AI specialist is not about knowing one tool or modelits about building a deep evolving skill set across data models systems and real-world problem solving. As AI rapidly reshapes industries specialists are valued not for hype-driven knowledge but for their ability to design evaluate and deploy AI responsibly and effectively. In this video we break down what it truly takes to build yourself into an AI specialist. This Uplatz Explainer video starts by clarifying what an AI specialist actually isand how it differs"
YouTube Link 2026-02-09T23:16Z 16K followers, [--] engagements

"Defending LLMs from Prompt Injection and Jailbreaking Attacks Uplatz As large language models are embedded into real applications they become targets for manipulation through prompt injection and jailbreaking attacks. These attacks dont exploit code vulnerabilitiesthey exploit language itself bypassing intended behavior leaking data or forcing unsafe actions. In this video we break down how prompt injection and jailbreaking work and how modern systems defend against them. This Uplatz Explainer video starts by explaining the anatomy of prompt-based attacks. We cover direct and indirect prompt"
YouTube Link 2026-02-08T23:38Z 16K followers, [--] engagements

"Modern Frontend Frameworks Compared: Performance Scalability and Accessibility Uplatz Modern frontend frameworks play a critical role in shaping application performance scalability and user experience. As web applications become more interactive global and accessibility-driven choosing the right frontend framework is no longer just a developer preferenceits a strategic decision. In this video we compare modern frontend frameworks through the lenses of performance scalability and accessibility. This Uplatz Explainer video breaks down how popular frontend frameworks approach rendering state"
YouTube Link 2026-01-24T13:53Z 16K followers, [--] engagements

"Every Tech Product Starts the Same Way 💡 Its Not Code First Every successful tech product whether its an app platform or AI tool starts the same way: with a problem not code. Before architecture diagrams frameworks or APIs it begins by understanding a real user pain point and deciding what outcome truly matters. This short video breaks a common myth in tech: that great products start with technology choices. In reality they start with clarity who its for what problem it solves and why it needs to exist. Code comes later; insight comes first. If youre building products working in startups"
YouTube Link 2026-02-08T08:27Z 16K followers, [---] engagements

"The Decoherence Engine: Non-Trivial Quantum Effects in Biology Uplatz For decades quantum effects were assumed to vanish in warm noisy biological systems. The Decoherence Engine challenges this assumption exploring how certain biological processes not only survive decoherencebut actively harness quantum effects to achieve functional advantages. In this Uplatz Explainer we examine the growing body of research showing non-trivial quantum phenomena at work in biology. Youll learn how quantum coherence tunneling and spin dynamics appear in systems such as photosynthesis enzyme catalysis olfaction"
YouTube Link 2025-12-25T06:18Z 15.8K followers, [---] engagements

"LLM Privacy Architecture Detection Shielding & Compliance for AI Systems Uplatz Uplatz Explainer As GenAI systems process sensitive information from users privacy becomes a critical design pillar. Enterprise AI must implement a robust LLM Privacy Architecture that ensures data protection controlled access compliance and secure model interactions especially in regulated industries. In this video we break down the core components of LLM Privacy Architecture including data shielding sensitive information detection policy enforcement encryption and real-time monitoring. 🔍 What You Will Learn"
YouTube Link 2025-11-26T22:53Z 15.7K followers, [--] engagements

"Silicon Arms Race: The Global AI Accelerator Conflict Uplatz AI has become a geopolitical forceand silicon is its battlefield. Silicon Arms Race explores how the global competition for AI accelerators is reshaping technology leadership supply chains national security and the future balance of power. In this Uplatz Explainer we break down why GPUs NPUs TPUs and custom AI accelerators have become strategic assets rather than mere components. Youll learn how performance per watt memory bandwidth interconnects and software ecosystems now determine who can train frontier models deploy intelligence"
YouTube Link 2025-12-27T12:34Z 15.8K followers, [--] engagements

"LLM Orchestration Frameworks LangChain LlamaIndex & Haystack Uplatz Uplatz Explainer Building real-world GenAI applications requires more than just a prompt it demands orchestration frameworks that connect LLMs with tools APIs knowledge bases vector databases agent workflows and reasoning strategies. In this video we compare three major orchestration frameworks: LangChain LlamaIndex and Haystack and explain how each one powers GenAI agents RAG systems and production-grade AI workflows. 🔍 What You Will Learn What is an LLM orchestration framework Why prompts alone are not enough Core features"
YouTube Link 2025-11-27T05:34Z 15.7K followers, [--] engagements

"GraphQL & Apollo Client Mastery: Scalable API Design and Frontend Data Management Uplatz In this Uplatz Explainer we dive into GraphQL and Apollo Client showing how modern applications build flexible APIs and efficient frontend data layers with precise data fetching caching and state management. GraphQL and Apollo have become a powerful alternative to REST for data-driven scalable web and mobile applications. This video explains how GraphQL changes the API contract and how Apollo Client manages server data on the frontend with performance consistency and developer experience in mind. This"
YouTube Link 2025-12-20T19:50Z 15.8K followers, [--] engagements

"Recommender Systems: The AI Behind Personalized Suggestions Uplatz Recommender systems power the personalized experiences we see every day from movie recommendations on streaming platforms to product suggestions in e-commerce and curated feeds on social media. They dont just show random content they learn user preferences predict interests and deliver relevant suggestions using data and AI. In this Uplatz explainer we uncover how recommender systems work and the techniques used to make personalization intelligent and scalable. Youll learn: What recommender systems are and why they matter"
YouTube Link 2025-11-20T02:23Z 15.7K followers, [--] engagements

"Data Scientists Toolkit: Skills Tools & Methods for Real-World Analytics Uplatz In this Uplatz Explainer we break down the Data Scientists Toolkitthe essential skills tools and methodologies every data scientist needs to turn raw data into actionable insights and predictive intelligence. This video provides a clear practical view of what data scientists actually use in real-world projects beyond buzzwords and theory. This video covers: Core data science workflow from problem definition to insights Python and R essentials for data analysis Data wrangling and cleaning techniques Exploratory"
YouTube Link 2025-12-13T03:29Z 15.8K followers, [--] engagements

"AI Integration Strategies for B2B Sales and Business Growth Uplatz B2B sales is rapidly evolving as AI becomes a core growth engine across prospecting engagement forecasting and deal execution. Successful organizations are no longer experimenting with isolated toolsthey are integrating AI strategically across the entire revenue system to drive efficiency insight and scalable growth. This video explores practical AI integration strategies for B2B sales and how they translate into measurable business impact. This Uplatz Explainer breaks down how AI is embedded across the B2B sales lifecycle"
YouTube Link 2026-01-04T17:37Z 15.9K followers, [--] engagements

"Modern LLM Inference: Architecture Quantization and Serving Infrastructure Uplatz Training large language models gets the headlinesbut inference is where real-world performance cost and scalability are won or lost. Modern LLM Inference explores the full systems stack that turns powerful models into fast reliable and economically viable AI services. In this Uplatz Explainer we break down the end-to-end architecture of modern LLM inference from model execution and attention mechanics to hardware utilization and distributed serving. Youll learn how techniques such as quantization mixed precision"
YouTube Link 2025-12-23T20:58Z 15.9K followers, [--] engagements

"The Physics of Tapped Sound: Why a Simple Tap Can Tell You So Much Uplatz What happens when you tap on a table a glass or a wall and it sounds completely different each time 👂🔊 In this Uplatz explainer we explore the physics of tapped sound how a simple tap reveals the hidden properties of materials shapes and even internal structures through vibrations and resonance. Youll discover: What really happens when you tap a surface how mechanical energy turns into sound waves The role of vibrations frequency and amplitude in producing different tones Why different materials like wood metal and"
YouTube Link 2025-11-11T23:52Z 15.6K followers, [--] engagements

"Lesson [--] - Performance Testing Become a Quality Engineer and Software Testing Specialist Uplatz https://uplatz.com/course-details/performance-testing-with-loadrunner/507 In this video you will Acquire knowledge and skills to become a Software Test Engineer / Quality Engineer. This is Lesson-36 of the [--] lesson series on Performance Testing by Uplatz. In Lesson [--] - Performance Testing Become a Quality Engineer and Software Testing Specialist the video focuses on the advanced techniques for generating dynamic data and parameterizing scripts in performance testing. The tutorial walks through"
YouTube Link 2023-04-22T19:48Z 15.6K followers, [--] engagements

"Technical Product Manager Interview Guide: Systems Thinking Strategy & Execution Uplatz In this Uplatz Explainer we present a practical and interview-focused Technical Product Manager (TPM) Interview Guide designed to help you prepare for TPM roles at product companies SaaS firms and tech-driven enterprises. This video focuses on what interviewers truly evaluate in TPM interviewstechnical depth product judgment system thinking and cross-functional leadership. This video covers: What differentiates a Technical PM from a traditional PM Core responsibilities of a TPM in real-world product teams"
YouTube Link 2025-12-13T03:37Z 15.8K followers, [--] engagements

"How Tech Professionals Build Multiple Income Streams Uplatz Most tech professionals rely on a single income source their salary. While this may feel stable it creates long-term risk in a fast-changing tech industry. In this video we break down how tech professionals can build multiple income streams without chasing random side hustles or working endless hours. This is not about hustle culture. Its about leverage using the same skills experience and judgment in more than one way. Youll learn: Why relying on one salary is risky in modern tech careers The different types of income streams tech"
YouTube Link 2026-01-25T14:58Z 15.9K followers, [--] engagements

"Retrofit in Android: Modern API Development & Best Practices Uplatz In this Uplatz explainer we explore Retrofit one of the most popular libraries for making API calls in Android development. Retrofit makes modern API integration faster cleaner and easier and is widely used across real-world Android applications today. 🔍 What Youll Learn What is Retrofit & why its used Retrofit vs Volley vs OkHttp How Retrofit interacts with REST APIs Setting up Retrofit step-by-step GET POST PUT & DELETE API requests Parsing JSON responses Using Data Models & Serialization Handling errors & exceptions"
YouTube Link 2025-11-23T10:39Z 15.7K followers, [--] engagements

"End-to-End Observability Dashboard with OpenTelemetry Jaeger Prometheus & Grafana Uplatz Welcome to Uplatz your trusted platform for Cloud DevOps Kubernetes and Observability learning In this Uplatz Explainer we show you how to build a complete end-to-end observability dashboard using OpenTelemetry + Jaeger + Prometheus + Grafana designed for microservices and cloud-native applications. 🔍 What Youll Learn in This Video Youll understand how to build a production-ready observability stack that tracks: Service dependencies Latency and error spikes Resource utilization Deployment impact Trace"
YouTube Link 2025-11-30T18:53Z 15.7K followers, [--] engagements

"Deconstructing AI Ownership and IP Law Uplatz As AI systems generate code designs text music and inventions at unprecedented scale traditional notions of ownership and intellectual property are being fundamentally challenged. Deconstructing AI Ownership and IP Law explores who owns AI-generated outputs how rights are assigned and why existing legal frameworks are struggling to keep pace with autonomous and semi-autonomous systems. In this Uplatz Explainer we break down the core questions at the heart of AI ownership: Can an AI be an author or inventor Who owns outputs generated by models"
YouTube Link 2025-12-26T03:18Z 15.8K followers, [--] engagements

"The Dynamic Capabilities Framework: Building Organizational Agility Uplatz In fast-changing markets shaped by digital disruption AI and global uncertainty sustainable advantage no longer comes from static resources alone. Instead it depends on an organizations ability to sense change seize opportunities and continuously transform itself. This video provides a clear strategic deep dive into the Dynamic Capabilities Framework and how it enables organizational agility in complex environments. This Uplatz Explainer breaks down the core components of the dynamic capabilities frameworksensing"
YouTube Link 2026-01-21T01:01Z 15.9K followers, [--] engagements

"Docker Swarm: Orchestrating Containers for Scalable and Reliable Deployments Uplatz Welcome to this comprehensive video on Docker Swarm the native container orchestration tool developed by Docker for managing and scaling containerized applications across multiple hosts. Docker Swarm enables developers and DevOps teams to deploy scale and manage services in a cluster of Docker engines all while maintaining simplicity and using the same Docker CLI and Compose files they already know. It provides high availability load balancing rolling updates and service discovery built directly into the"
YouTube Link 2025-11-09T12:13Z 15.7K followers, [--] engagements

"AI Agents for Economic and Deep Research Systems Uplatz Economic analysis and deep research are shifting from manual time-intensive workflows to agent-driven intelligence. AI Agents for Economic and Deep Research Systems explores how autonomous AI agents conduct large-scale researchcollecting evidence reasoning across sources validating claims and synthesizing insights into decision-ready outputs. In this Uplatz Explainer we break down how research agents differ from traditional search tools and static reports. Youll learn how agents plan research strategies decompose complex questions gather"
YouTube Link 2025-12-31T10:15Z 15.8K followers, [--] engagements

"Naive Bayes: Fast & Powerful Probabilistic ML Algorithm Uplatz Naive Bayes is one of the fastest and most effective machine learning algorithms for classification tasks. Its based on Bayes Theorem and assumes that features are independent a naive assumption that surprisingly works very well in real-world problems. From spam filters to medical diagnosis to sentiment analysis Naive Bayes powers many high-speed ML applications. In this Uplatz explainer we uncover how Naive Bayes works and why it remains a core algorithm in modern data science. Youll learn: The concept behind Bayes Theorem What"
YouTube Link 2025-11-19T00:04Z 15.7K followers, [--] engagements

"What is OpenTelemetry & Why it Matters Uplatz Welcome to Uplatz your trusted hub for Cloud DevOps Observability and AIOps learning In this Uplatz Explainer we reveal what OpenTelemetry is how it works and why it's becoming the global standard for observability in cloud-native and distributed systems. 🔍 What Is OpenTelemetry OpenTelemetry (OTel) is an open-source framework that enables applications to produce metrics logs and traces the three pillars of observability. It standardizes the way telemetry data is collected processed and exported across different cloud providers platforms and"
YouTube Link 2025-11-30T19:06Z 15.7K followers, [--] engagements

"Introduction to Kubernetes (K8s): Container Orchestration for Scalable Systems Uplatz In this Uplatz Explainer we introduce Kubernetes (K8s) and explain why it has become the de facto platform for running containerized applications at scale. Kubernetes solves the operational challenges of managing containers in productionsuch as scaling availability networking and self-healingmaking it a core technology in modern cloud-native and DevOps environments. This video provides a clear beginner-friendly foundation while connecting Kubernetes concepts to real-world production use cases. This video"
YouTube Link 2025-12-25T22:44Z 15.8K followers, [--] engagements

"gRPC: High-Performance Communication for Modern Distributed Systems Uplatz As systems grow more distributed and microservice-heavy traditional REST APIs can become slow and inefficient. Thats why modern architectures are turning to gRPC a high-performance low-latency communication framework built for the cloud-native era. ⚡🌐 In this Uplatz explainer we break down how gRPC works and why its becoming the backbone of next-generation backend systems. Youll discover: What gRPC is and how it differs from REST and GraphQL Why gRPC is built on HTTP/2 for faster more efficient communication The role"
YouTube Link 2025-11-15T02:33Z 15.7K followers, [--] engagements

"Azure Fabric FinOps: Capacity Unit Optimization for Cost-Efficient Analytics Uplatz In this Uplatz Explainer we dive deep into Azure Fabric FinOps with a focus on Capacity Unit (CU) Optimization helping you understand how to control costs improve utilization and build financially sustainable analytics platforms on Microsoft Fabric. As enterprises scale their data workloads across engineering BI and AI unmanaged Fabric capacity can quickly lead to significant cost overruns. This video shows you how to align technical performance with financial governance. This video provides a clear practical"
YouTube Link 2025-12-06T02:50Z 15.7K followers, [--] engagements

"Lean Portfolio Management and Agile Budgeting Success Uplatz Traditional portfolio management and annual budgeting models struggle to keep pace with todays fast-changing business environments. Lean Portfolio Management (LPM) and Agile budgeting offer a modern alternativeshifting organizations from rigid project-based funding to continuous value-driven investment decisions. This video explores how enterprises achieve portfolio-level agility financial transparency and strategic alignment through Lean Portfolio Management. This Uplatz Explainer breaks down the core principles of Lean Portfolio"
YouTube Link 2026-01-10T15:02Z 15.9K followers, [--] engagements

"Grafana for Visualization & Dashboards: Turning Metrics into Actionable Insights Uplatz In this Uplatz Explainer we explore Grafana and show how it is used to create powerful visualizations and real-time dashboards for monitoring modern systems. Grafana is a core observability tool that helps teams understand system behavior track performance and make data-driven operational decisions by turning raw metrics into clear interactive visuals. This video explains Grafana in a clear practical and real-world context focusing on how its actually used by DevOps SRE and engineering teams. This video"
YouTube Link 2025-12-29T10:01Z 15.8K followers, [--] engagements

"Descriptive Statistics: Making Sense of Data at a Glance Uplatz Descriptive statistics is the first and most essential step in any data analysis journey. Before running models building dashboards or making predictions you need to understand what your data looks like. Descriptive statistics helps you summarize large datasets into simple meaningful numbers and visuals that reveal patterns instantly. In this Uplatz explainer we break down the core pillars of descriptive statistics and why theyre crucial for every data professional. Youll learn: What descriptive statistics is and why it matters"
YouTube Link 2025-11-17T22:50Z 15.7K followers, [--] engagements

"SAST: Static Application Security Testing for Secure Code Uplatz SAST Static Application Security Testing is one of the most important techniques in modern software security. It scans your source code bytecode or binaries to detect vulnerabilities before applications ever run helping teams shift security left and fix issues early. In this Uplatz explainer we break down what SAST is how it works and why every engineering team relies on it for secure development. Youll learn: What SAST is and why it matters in secure coding How static analysis finds vulnerabilities without running the app"
YouTube Link 2025-11-15T23:59Z 15.7K followers, [--] engagements

"Amazon ECR: Secure Container Image Storage & Deployment on AWS Uplatz Welcome to this detailed video on Amazon Elastic Container Registry (Amazon ECR) AWSs fully managed secure and scalable container registry designed for storing managing and deploying Docker container images at enterprise scale. In this session you'll learn how AWS ECR integrates seamlessly with Amazon ECS EKS EC2 Lambda and CI/CD services like CodePipeline and GitHub Actions to power modern containerized workloads and microservices architectures. We'll explore how ECR enhances DevOps pipelines by offering: ✅ Private +"
YouTube Link 2025-11-09T11:06Z 15.6K followers, [--] engagements

"Astro Framework Guide: Architecture Performance and SEO Management Uplatz Astro is redefining modern web development with a performance-first approach that prioritizes fast pages minimal JavaScript and excellent SEO by default. Built around the idea of shipping less client-side code Astro is especially powerful for content-heavy websites marketing pages documentation and high-performance web experiences. This video is a complete guide to Astros architecture performance model and SEO management in real-world projects. This Uplatz Explainer breaks down Astros core architecture including its"
YouTube Link 2026-01-17T02:47Z 15.9K followers, [--] engagements

"Cloud Strategy: Building a Future-Ready Digital Foundation Uplatz A successful cloud journey isnt just about migrating workloads its about designing a clear long-term cloud strategy that aligns technology business goals cost security and innovation. In this Uplatz explainer we break down what a modern cloud strategy really looks like and how organizations can build a scalable secure and cost-efficient digital foundation. Youll learn: What Cloud Strategy actually means beyond simple migration How to choose the right model: Public Private Hybrid or Multi-Cloud Key decision pillars: cost"
YouTube Link 2025-11-15T15:43Z 15.7K followers, [--] engagements

"How AI Agents Collaborate: The Future of Autonomous Intelligence Uplatz Welcome to this insightful video on How AI Agents Collaborate a deep dive into the next frontier of artificial intelligence multi-agent systems where multiple autonomous agents work together to solve complex problems achieve shared goals and simulate intelligent teamwork. As AI evolves from individual models to interconnected ecosystems of intelligent agents collaboration becomes the key to scalability adaptability and creativity. From autonomous research assistants and coding copilots to AI-driven businesses"
YouTube Link 2025-11-09T14:38Z 15.6K followers, [--] engagements

"Model Deployment Patterns: Batch Real-Time & Streaming ML Uplatz Different AI use cases demand different deployment strategies. A single deployment style doesnt fit all. Depending on latency requirements scale and use-case complexity ML systems must choose between batch real-time or streaming deployment patterns. In this Uplatz explainer we compare these deployment strategies and show when to use each one for production-grade AI. Youll learn: Why model deployment patterns matter Batch Deployment best for large datasets & offline predictions Runs on schedules (nightly/hourly) Ideal for churn"
YouTube Link 2025-11-22T23:23Z 15.7K followers, [--] engagements

"The Leader as Coach: Mindset Shifts and Practical Leadership Frameworks Uplatz As organizations become more knowledge-driven adaptive and people-centric effective leadership is shifting away from command-and-control toward coaching-led leadership. In this new model leaders dont just direct workthey develop thinking capability and ownership within their teams. This video explores the leader-as-coach mindset and the practical frameworks that help leaders unlock sustained performance and growth. This Uplatz Explainer breaks down the core mindset shifts required to lead as a coach including"
YouTube Link 2026-01-21T00:59Z 15.9K followers, [--] engagements

"Robot Foundation Models - The Path from RT-1 to RT-2 Uplatz Robotics is undergoing a foundational shiftfrom task-specific controllers to general-purpose models that learn reason and act across environments. Robot Foundation Models explores this transition through the evolution from RT-1 to RT-2 and what it reveals about the future of embodied intelligence. In this Uplatz Explainer we break down why traditional robotics pipelineshandcrafted perception planning and controlstruggle to generalize beyond narrow tasks. Youll learn how robot foundation models unify vision language and action into a"
YouTube Link 2025-12-27T12:51Z 15.8K followers, [--] engagements

"Supervised Learning: How Machines Learn from Labeled Data Uplatz Supervised learning is the foundation of most real-world machine learning systems. From predicting prices to classifying images to detecting spam supervised learning teaches models to learn from labeled examples allowing them to make accurate predictions on new unseen data. In this Uplatz explainer we walk through what supervised learning is how it works and why it powers so many AI applications. Youll learn: What supervised learning means and how it differs from unsupervised learning How labeled data helps models learn patterns"
YouTube Link 2025-11-17T22:28Z 15.7K followers, [--] engagements

"Azure Data Factory: The Engine of Data Integration in the Cloud Uplatz In the modern data era every organization needs a way to move transform and orchestrate data from hundreds of sources securely and at scale. ☁🔄 In this Uplatz explainer we uncover the power of Azure Data Factory (ADF) Microsofts fully managed cloud-native ETL and data integration service that connects prepares and moves data across your entire ecosystem. Youll discover: What Azure Data Factory is and where it fits in the modern data platform The difference between ETL and ELT and how ADF supports both How to build data"
YouTube Link 2025-11-09T22:26Z 15.6K followers, [--] engagements

"Intelligent Model Routing for LLM Orchestration Scaling AI Across Use Cases Uplatz Uplatz Explainer As GenAI systems serve millions of users and diverse use cases one LLM is no longer enough. Enterprises now use multiple models each optimized for different tasks cost levels latency requirements and security constraints. Thats where intelligent model routing comes in the key to LLM orchestration scalability and cost-efficient AI deployment. In this video we explore how model routing engines select the right model for the right user at the right moment enabling dynamic AI workflows across"
YouTube Link 2025-11-26T22:46Z 15.7K followers, [--] engagements

"SAP S/4HANA Unified Service & Customer Management Uplatz Uplatz Explainer In todays customer-centric world service delivery must be fast intelligent and integrated. SAP S/4HANA enables Unified Service and Customer Management combining service orders warranties field service operations billing and customer support on a single digital platform. This video explains how SAP S/4HANA helps companies deliver end-to-end customer service excellence with real-time tracking automation analytics and seamless process orchestration. 🔍 What You Will Learn What is SAP S/4HANA Service Management Service"
YouTube Link 2025-11-28T11:25Z 15.7K followers, [--] engagements

"Serverless Operations: Optimization Performance and Cost Governance Uplatz Serverless computing promised infinite scalability without infrastructure managementbut operating serverless systems efficiently introduces a new class of challenges. Serverless Operations explores how performance tuning cost governance and operational discipline define success in modern serverless architectures. In this Uplatz Explainer we break down how serverless platforms actually behave under the hood. Youll learn how cold starts concurrency models execution limits and event-driven scaling affect latency and"
YouTube Link 2025-12-26T03:06Z 15.8K followers, [--] engagements

"Quantum Architect Designing the Future of Computing Uplatz Uplatz Explainer The next computing revolution will be led by Quantum Architects experts who design integrate and optimize quantum systems for real-world industrial and scientific applications. This video explains the role skills tools and design mindset of a Quantum Architect helping you understand how to build scalable quantum solutions across hardware algorithms and cloud infrastructure. 🔍 What You Will Learn Who is a Quantum Architect Role vs Quantum Software Engineer Quantum hardware vs quantum software layers How quantum"
YouTube Link 2025-11-29T12:15Z 15.7K followers, [--] engagements

"Data Cleaning: Fixing Errors Noise & Inconsistencies for High-Quality Analytics Uplatz Data cleaning is one of the most essential steps in any data project yet its often the most overlooked. Raw data is messy. It contains errors duplicates missing values inconsistencies wrong formats and outliers. Without cleaning even the most advanced ML models or analytics reports can produce misleading or completely wrong results. In this Uplatz explainer we take a deep look at the full process of data cleaning and why it is fundamental to trustworthy data. Youll learn: What data cleaning really means and"
YouTube Link 2025-11-17T22:25Z 15.7K followers, [--] engagements

"Value Chain Deconstruction Explained: Strategy Through Unbundling and Rebundling Uplatz Modern competition is no longer just about outperforming rivalsits about restructuring the value chain itself. Digital technologies platforms and AI enable firms to unbundle traditional value chains specialize in high-impact activities and then rebundle value in new defensible ways. This video explains value chain deconstruction as a strategic lens for understanding disruption differentiation and long-term advantage. This Uplatz Explainer breaks down the classic value chain concept and shows how industries"
YouTube Link 2026-01-19T00:02Z 15.9K followers, [--] engagements

"Ansible for Configuration Management: Automation Idempotency & Scale Uplatz In this Uplatz Explainer we introduce Ansible for Configuration Management and explain how it is used to automate server configuration application setup and operational tasks at scale. Ansible is widely adopted for its agentless architecture simplicity and declarative approach making it a core tool in modern DevOps and infrastructure automation. This video explains Ansible in a clear practical and real-world context focusing on how teams use it to maintain consistent environments across servers and cloud platforms."
YouTube Link 2025-12-28T14:14Z 15.8K followers, [--] engagements

"Asynchronous Blockchains: Designing Networks That Never Wait Uplatz Traditional blockchains assume that the network will eventually synchronizebut in a truly global adversarial environment waiting is a weakness. Asynchronous Blockchains explore a radically different design philosophy where progress does not depend on timing assumptions synchronized clocks or bounded network delays. In this Uplatz Explainer we dive into what asynchronous blockchain models really mean and how they differ from synchronous and partially synchronous systems. Youll learn how asynchronous consensus protocols operate"
YouTube Link 2025-12-23T19:11Z 15.8K followers, [--] engagements

"GCP (Google Cloud Platform) Components & Services Uplatz #gcp #googlecloudplatform #gcpcloud --------------------------------------------------------------------------------------------- Welcome to Uplatz Uplatz is a leading organization providing Management Consulting IT Training Virtual employees and Analytics services. Uplatz is well known for providing instructor-led training and video-based courses on SAP Oracle Salesforce Cloud Computing AWS Microsoft Azure Big Data Machine Learning Python R SQL Google Cloud Platform Microsoft IBM Cisco Adobe Technologies DevOps Project Management"
YouTube Link 2024-01-07T20:55Z 15.8K followers, [---] engagements

"Function Calling Building Autonomous LLM Agents with Tools & Actions Uplatz Uplatz Explainer LLMs become truly powerful when they can take actions not just generate text. Thats where Function Calling comes in: enabling LLMs to invoke tools call APIs fetch data run workflows and make decisions autonomously. This is the core foundation of agentic AI a new paradigm where AI systems dont just answer questions they execute tasks. In this video we explore how Function Calling enables autonomous LLM agents and how it powers enterprise automation smart assistants API-driven applications and AI"
YouTube Link 2025-11-27T05:09Z 15.7K followers, [--] engagements

"The Death of Secrets - A Blueprint for Keyless Infrastructure Uplatz Secrets were once the foundation of digital securitybut in modern distributed systems they have become a liability. The Death of Secrets explores why keys passwords and static credentials are fundamentally incompatible with cloud-native zero-trust and AI-driven infrastructureand how keyless architectures are redefining security from the ground up. In this Uplatz Explainer we break down why secrets fail at scale: leakage sprawl rotation complexity insider risk and supply-chain exposure. Youll learn how breaches increasingly"
YouTube Link 2025-12-26T08:46Z 15.9K followers, [--] engagements

"Model Serialization: Saving & Loading ML Models the Right Way Uplatz Once a machine learning model is trained it must be saved correctly so it can be deployed reused shared or updated later. This process is called model serialization and its a vital step in every ML workflow from experimentation to production deployment. In this Uplatz explainer we break down how model serialization works and the best practices to follow for ML deployment. Youll learn: What model serialization means Why saving models is essential for deployment Common serialization formats: Pickle (.pkl) Joblib ONNX"
YouTube Link 2025-11-20T03:36Z 15.7K followers, [--] engagements

"LLM Efficiency Quantization & Compression for Faster AI Uplatz Uplatz Explainer Large Language Models (LLMs) are resource-intensive requiring high GPU memory long inference times and costly infrastructure. Thats why quantization and compression techniques are essential for making LLMs faster lighter and more affordable to deploy in real-world systems. In this video we explore LLM Efficiency techniques that enable cost-effective high-performance AI without significantly sacrificing response quality or accuracy. 🔍 What You Will Learn Why LLM efficiency matters today Key challenges: memory cost"
YouTube Link 2025-11-27T06:03Z 15.7K followers, [--] engagements

"Condensation Physics Why Glasses Fog & How to Prevent It Uplatz Welcome to Uplatz your hub for physics everyday science and practical problem-solving explained simply In this Uplatz Explainer we uncover the physics behind why eyeglasses fog up and the science-backed methods that keep lenses clear. Whether its stepping outside in winter drinking something hot or wearing a mask fogging is all about condensation temperature gradients and surface chemistry. 🌫 Why Do Glasses Fog Up The Physics of Condensation Fogging happens when warm moist air hits a cooler lens surface. The temperature drop"
YouTube Link 2025-12-01T20:49Z 15.7K followers, [--] engagements

"Why 90% of Data Projects Fail: Root Causes Myths and How to Succeed Uplatz Despite massive investments in data platforms analytics tools and AI initiatives an overwhelming majority of data projects fail to deliver real business value. The problem is rarely the technology itselfinstead failures stem from strategy gaps organizational misalignment poor execution and unrealistic expectations. This video breaks down why nearly 90% of data projects fail and what successful teams do differently. This Uplatz Explainer goes beyond surface-level reasons like bad data or lack of skills and examines the"
YouTube Link 2026-01-18T23:58Z 15.9K followers, [--] engagements

"Microservices API Lifecycle Management Uplatz In a microservices architecture APIs are not just integration pointsthey are long-lived products that evolve alongside systems teams and business requirements. Microservices API Lifecycle Management explores how APIs are designed governed deployed secured observed and retired in large-scale distributed environments. In this Uplatz Explainer we break down the complete API lifecycle starting from contract-first design and versioning strategies to implementation deployment and ongoing evolution. Youll learn how practices such as OpenAPI"
YouTube Link 2025-12-26T03:10Z 15.8K followers, [--] engagements

"Technology Consulting: How Businesses Leverage Tech for Strategy Growth & Transformation Uplatz Technology consulting is at the heart of modern business transformation. As organizations face rapid changes driven by cloud computing AI data automation and cybersecurity technology consultants help bridge the gap between business goals and technical execution. In this video we explain what technology consulting is how it works in practice and why it has become essential for companies across every industry. This Uplatz Explainer video provides a structured deep dive into the technology consulting"
YouTube Link 2026-01-21T02:04Z 15.9K followers, [--] engagements

"AutoML & Hyperparameter Tuning at Scale: Automating Model Optimization Uplatz Finding the best machine learning model and tuning it for maximum performance can take days or even weeks. Thats why modern AI systems rely on AutoML and large-scale hyperparameter tuning to automatically search for the best model configurations. In this Uplatz explainer we explore how AutoML tools and scalable tuning frameworks accelerate ML development and improve model accuracy. Youll learn: What AutoML really means Why hyperparameter tuning is critical for ML success Manual tuning vs automated tuning Scaling"
YouTube Link 2025-11-22T23:33Z 15.7K followers, [--] engagements

"Continuous Batching for LLM Inference Boost Speed & Reduce GPU Costs Uplatz Uplatz Explainer As LLM-based applications scale inference speed latency and GPU cost become major bottlenecks. Continuous batching is a breakthrough technique that allows multiple user requests to be processed in real-time achieving higher throughput faster responses and better resource utilization without sacrificing accuracy. In this video we explain how Continuous Batching works why it's critical for LLMOps & AI deployment and how leading AI platforms implement it in production. 🔍 What You Will Learn What is"
YouTube Link 2025-11-24T20:41Z 15.7K followers, [--] engagements

"Lesson [--] - Performance Testing Become a Quality Engineer and Software Testing Specialist Uplatz https://uplatz.com/course-details/performance-testing-with-loadrunner/507 In this video you will learn about Performance Testing. This is Lesson-12 of the [--] lesson series on Performance Testing by Uplatz. In Lesson [--] - Performance Testing Become a Quality Engineer and Software Testing Specialist the focus shifts to installing and exploring Micro Focus LoadRunner. The video provides a step-by-step guide on downloading installing and setting up LoadRunner [----] Community Edition. Key points include"
YouTube Link 2023-04-21T01:13Z 15.6K followers, [--] engagements

"Monopoly Power: Market Control Pricing and Economic Impact Uplatz Monopoly power arises when a single firm dominates a market and faces little to no competitive pressure. This unique position allows monopolists to influence prices output and market outcomes in ways that differ sharply from competitive markets. In this video we explore the mechanics and economics of monopoly power and why it matters for efficiency innovation and consumer welfare. This Uplatz Explainer video breaks down how monopolies form through barriers to entry such as control over key resources economies of scale network"
YouTube Link 2026-01-23T20:46Z 15.9K followers, [--] engagements

"Vue.js: Building Reactive Web Applications with Ease and Efficiency Uplatz Welcome to this comprehensive video on Vue.js one of the most popular and progressive JavaScript frameworks for building reactive user-friendly and high-performance web applications. In this session well explore how Vue.js simplifies frontend development by offering a flexible component-driven architecture and an intuitive reactivity system that makes it ideal for both beginners and professional developers. Vue empowers you to build everything from simple interfaces to complex single-page applications (SPAs) with clean"
YouTube Link 2025-11-09T11:09Z 15.6K followers, [--] engagements

"Blockchain-based Medical Record System Uplatz ------------------------------------------------------------- 🌐 Welcome to Uplatz Your Gateway to Career Transformation To access full courses or training bundles: 📧 support@uplatz.com 🌐 https://uplatz.com 🎓 About Uplatz Uplatz is a global leader in online IT training empowering learners across 180+ countries with practical industry-aligned skills in emerging technologies. 📘 Explore Our Course Portfolio: ✅ Agentic AI & LLMs LangChain OpenAI API AutoGen CrewAI AI Agents ✅ Machine Learning & AI Deep Learning Generative AI Neural Networks MLOps"
YouTube Link 2025-11-14T00:17Z 15.7K followers, [--] engagements

"Quantum Materials Discovery Pipelines in the NISQ Era Uplatz Discovering new materials underpins breakthroughs in energy electronics medicine and sustainabilitybut the quantum nature of matter makes accurate simulation extraordinarily hard for classical computers. Quantum Materials Discovery Pipelines explore how near-term quantum devices operating in the NISQ (Noisy Intermediate-Scale Quantum) era are already reshaping how materials are modeled screened and optimized. In this Uplatz Explainer we break down what a modern quantum materials discovery pipeline looks like today. Youll learn how"
YouTube Link 2025-12-25T06:53Z 15.8K followers, [--] engagements

"ML Regularization L1 L2 & Elastic Net: Preventing Overfitting the Smart Way Uplatz Machine learning models often perform well on training data but fail on real-world data this is overfitting. Regularization techniques like L1 L2 and Elastic Net help models generalize better by controlling model complexity and reducing unnecessary noise. In this Uplatz explainer we break down how regularization works and why its essential for building reliable ML models. Youll learn: What regularization is and why models overfit How L1 L2 & Elastic Net work under the hood L1 Regularization (Lasso): Promotes"
YouTube Link 2025-11-20T03:33Z 15.7K followers, [--] engagements

"The Digital Workforce Revolution with Agentic AI Uplatz Welcome to Uplatz your gateway to AI Cloud and future-ready technology skills In this Uplatz Explainer we explore how Agentic AI is driving a Digital Workforce Revolution where AI agents act as proactive coworkers working alongside humans to accelerate productivity decision-making and innovation. 🤖 What Is a Digital Workforce A digital workforce is a system of AI agents that can: ✔ Collaborate with humans ✔ Execute structured tasks ✔ Use tools & APIs for action ✔ Analyze data & provide recommendations ✔ Learn and adapt autonomously This"
YouTube Link 2025-11-30T04:18Z 15.7K followers, [--] engagements

"Quantum Software Engineering Interview Handbook: Algorithms Tools & Q&A Uplatz In this Uplatz Explainer we present the Quantum Software Engineering Interview Handbook a focused and practical guide to help you prepare for quantum computing software and algorithm-focused interviews. This video is designed to bridge the gap between quantum theory and real-world quantum programming which is exactly what interviewers look for in quantum software roles. This video covers: What quantum software engineering involves vs quantum hardware roles Qubits superposition entanglement and measurement"
YouTube Link 2025-12-13T02:27Z 15.8K followers, [--] engagements

"Robotics Engineer Interview Compendium: Core Concepts Systems & Career Prep Uplatz In this Uplatz Explainer we present the Robotics Engineer Interview Compendium a focused and practical guide designed to help you prepare for real-world robotics engineering interviews across automation manufacturing AI robotics autonomous systems and research-driven robotics roles. This session bridges the gap between academic robotics knowledge and what interviewers actually test in industry. This video covers: Core robotics fundamentals: kinematics dynamics and control systems Sensors and perception: LiDAR"
YouTube Link 2025-12-09T03:20Z 15.8K followers, [--] engagements

"Full Stack Developer Interview Toolkit: Conquer Every Round Uplatz In this Uplatz explainer we bring you the complete Full Stack Developer Interview Toolkit designed to prepare you for technical assessments system design challenges coding rounds frontend-backend integration and API-driven problem-solving expected in real job interviews. 🔍 What Youll Learn What is Full Stack Development Role expectations & required mindset Programming fundamentals (JavaScript Python Java etc.) Frontend skills React Angular Vue Backend skills Node.js Django Spring Boot Databases SQL & NoSQL REST APIs & GraphQL"
YouTube Link 2025-11-23T11:11Z 15.7K followers, [--] engagements

"Data Engineer Blueprint Pipelines Cloud Architecture & Analytics Readiness Uplatz Uplatz Explainer Data has become the fuel of modern enterprises and Data Engineers are the architects responsible for building scalable data pipelines storage systems and analytics-ready platforms. This video presents the Data Engineer Blueprint providing a complete roadmap of skills tools technologies and workflows needed to design high-performance data systems across cloud big data and AI environments. 🔍 What You Will Learn What does a Data Engineer do ETL vs ELT workflows Data architecture & storage patterns"
YouTube Link 2025-11-29T12:56Z 15.8K followers, [--] engagements

"GitHub: The Essential Platform for Collaboration Version Control and DevOps Uplatz Welcome to this comprehensive video on GitHub the worlds most popular platform for version control collaboration and DevOps automation. Powered by Git GitHub enables millions of developers to build manage and ship software collaboratively from open-source projects to enterprise-scale applications. GitHub isnt just about storing code its about enabling a complete software development lifecycle combining Git-based version control CI/CD pipelines (GitHub Actions) project management and security automation into a"
YouTube Link 2025-11-09T14:47Z 15.6K followers, [--] engagements

"Join Transformation using Data Flows in Azure Data Factory (ADF) Learn Microsoft Azure Uplatz --------------------------------------------------------------------------------------------- 🌐 Welcome to Uplatz Your Gateway to Career Transformation and Technological Excellence To buy full course simply contact us at - support@uplatz.com https://uplatz.com/ Uplatz is a leading global organization offering cutting-edge IT Training to individuals professionals and businesses seeking innovation knowledge and growth. 🎓 About Uplatz Training With thousands of satisfied learners across 180+ countries"
YouTube Link 2025-10-22T06:44Z 15.6K followers, [--] engagements

"Why Your Brain Ignores Your Nose The Science of Sensory Filtering Uplatz Welcome to Uplatz your hub for science psychology and everyday mysteries explained simply In this Uplatz Explainer we uncover a fascinating question: Why does your brain ignore your nose even though it's always in your field of vision The answer lies in neuroscience sensory filtering and how your brain decides what isnt worth noticing. 🧠 Why Your Brain Ignores Your Nose Your nose is always visible but your brain removes it from your conscious awareness using a process called perceptual filtering. This happens because:"
YouTube Link 2025-12-01T18:01Z 15.7K followers, [--] engagements

"Modern Observability: LLM-Assisted Cloud Monitoring and Operations Uplatz Observability has evolved far beyond dashboards and alerts. In modern cloud-native systemsdistributed dynamic and AI-driventeams need deeper visibility into system behavior faster root-cause analysis and intelligent operational support. In this video we explore modern observability strategies and how LLM-assisted monitoring is reshaping cloud operations. This Uplatz Explainer video breaks down the foundations of modern observability including metrics logs traces events and contextual telemetry. Youll learn how"
YouTube Link 2026-01-25T15:04Z 15.9K followers, [--] engagements

"Redpanda: Modern Streaming Data Without the Complexity of Kafka Uplatz Redpanda is a next-generation streaming data platform built to deliver Kafka-compatible performance with far less operational overhead. Designed in C++ and optimized for low latency Redpanda removes the bottlenecks of traditional distributed logs making real-time data processing faster simpler and cloud-native. In this Uplatz explainer we break down what Redpanda is how it works and why its quickly becoming the preferred choice for modern event-driven systems. Youll learn: What Redpanda is and why it exists How Redpanda is"
YouTube Link 2025-11-16T23:25Z 15.7K followers, [--] engagements

"Tailwind CSS: The Utility-First Approach to Modern UI Development Uplatz In this Uplatz Explainer we explore Tailwind CSS and the Utility-First approach showing how modern frontend teams build fast consistent and highly maintainable user interfaces without writing traditional custom CSS. Tailwind CSS has transformed the way developers think about styling by moving design decisions directly into the markupwhile still maintaining scalability and design discipline. This video explains why the utility-first model works so well for modern web applications and how Tailwind fits into todays frontend"
YouTube Link 2025-12-20T19:35Z 15.8K followers, [--] engagements

"Python Programming: The Ultimate Language for Automation Data and AI Uplatz Welcome to this comprehensive video on Python Programming one of the most versatile and widely used programming languages in the world. From web development and data analysis to machine learning and automation Python powers nearly every aspect of the modern technology ecosystem. In this session well explore how Pythons simplicity readability and massive ecosystem of libraries make it the go-to language for developers data scientists and AI engineers alike. This video is perfect for beginners software developers data"
YouTube Link 2025-11-09T12:57Z 15.6K followers, [--] engagements

"SRE & DevOps Toolkit Tools Practices & Reliability Blueprint Uplatz Uplatz Explainer Site Reliability Engineering (SRE) and DevOps are the backbone of modern scalable systems ensuring reliability automation performance and seamless deployment. This video presents a complete SRE & DevOps Toolkit helping you understand the tools practices and workflows used by top engineering teams to keep systems fast stable and resilient. 🔍 What You Will Learn What is SRE What is DevOps Core principles & mindset differences SLI SLO & SLA explained Terraform Ansible & IaC automation CI/CD pipelines & GitOps"
YouTube Link 2025-11-29T11:50Z 15.7K followers, [--] engagements

"Which Career Path Should You Choose in [----] Skills Trends and Strategic Career Decisions Uplatz Choosing the right career path in [----] is no longer about following traditional job titles or linear progression. Rapid advances in AI automation data and digital platforms are reshaping industries redefining roles and changing what skills actually create long-term value. This video provides a clear strategic guide to choosing the right career path in [----] based on market trends skill durability and personal leverage. This Uplatz Explainer breaks down how the career landscape is shiftingfrom"
YouTube Link 2026-01-21T01:18Z 15.9K followers, [--] engagements

"Prometheus: Mastering Cloud-Native Monitoring and Real-Time Alerting Uplatz Welcome to this in-depth video on Prometheus the worlds leading open-source monitoring and alerting toolkit built for cloud-native and containerized environments. In this video well explore how Prometheus collects stores and queries metrics from applications services and infrastructure forming the backbone of modern observability. Youll learn how Prometheus integrates with tools like Grafana and Alertmanager to deliver complete end-to-end visibility across your systems. Well cover everything from core concepts to"
YouTube Link 2025-11-09T08:52Z 15.6K followers, [--] engagements

"Tableau: Turning Data into Insights through Powerful Visual Analytics Uplatz Welcome to this in-depth video on Tableau one of the worlds most powerful and intuitive data visualization and business intelligence (BI) platforms used by analysts data scientists and business leaders to uncover insights and make data-driven decisions. In this session youll learn how Tableau transforms raw data into interactive dashboards visual stories and real-time analytics empowering organizations to understand trends track KPIs and drive strategic action through data. Well explore Tableaus architecture core"
YouTube Link 2025-11-09T11:33Z 15.6K followers, [--] engagements

"Milvus: The Vector Database Powering Scalable AI Search Uplatz AI systems today dont just process text they understand meaning similarity and context. Behind that intelligence lies a new class of databases called vector databases and one of the most powerful among them is Milvus. ⚙🧠 In this Uplatz explainer we break down Milvus an open-source vector database built for AI semantic search and large-scale machine learning applications. Youll discover: What Milvus is and how it stores and searches data as vectors Why vector databases are essential for AI-powered search and recommendation systems"
YouTube Link 2025-11-11T23:38Z 15.6K followers, [--] engagements

"Autonomous Research Agent: A Complete Architecture Guide Uplatz Welcome to Uplatz your trusted destination for AI Cloud and real-world technology learning In this Uplatz Explainer we uncover the full architecture and workflow of an Autonomous Research Agent a powerful AI system that can research analyze summarize and generate reports with minimal human input. 🧠 What Is an Autonomous Research Agent An AI agent designed to conduct research independently using structured reasoning and tool-based execution. It can: ✔ Understand the research goal ✔ Retrieve relevant data & sources ✔ Extract"
YouTube Link 2025-11-30T04:02Z 15.7K followers, [--] engagements

"Entanglement Engineering: Operationalizing Non-Locality for Industrial Use Uplatz Quantum entanglement is often described as a strange theoretical phenomenonbut turning it into something reliable controllable and scalable is one of the hardest engineering challenges in quantum technology. Entanglement Engineering explores how non-local quantum correlations are being operationalized for real industrial and commercial applications. In this Uplatz Explainer we break down what entanglement really is from an engineering perspectivenot just a physics concept but a resource that must be generated"
YouTube Link 2025-12-25T06:12Z 15.8K followers, [--] engagements

"State Management: Pinia and the Signal-First Revolution in Modern Frontend Apps Uplatz State management is undergoing a major shift as frontend frameworks move away from heavy mutation-driven patterns toward signal-first reactive models. At the center of this evolution is Pinia the modern state management solution for Vue designed to be intuitive type-safe and deeply aligned with reactive principles. This video explores how Pinia fits into the signal-first revolution and what this means for modern application architecture. This Uplatz Explainer breaks down the fundamentals of state management"
YouTube Link 2026-01-15T20:22Z 15.9K followers, [--] engagements

"Vite vs Webpack: Performance Configuration and Security Compared Uplatz Vite and Webpack are two of the most widely used tools in modern frontend development but they follow very different architectural approaches. In this video we compare Vite vs Webpack across performance configuration complexity and security considerations to help you understand when and why to choose one over the other. This Uplatz Explainer video breaks down how Vite leverages native ES modules and on-demand compilation to deliver near-instant development server startup and faster hot module replacement while Webpack"
YouTube Link 2026-01-21T02:42Z 15.9K followers, [--] engagements

"DuckDB: The In-Process OLAP Engine Redefining Analytics Uplatz DuckDB is one of the fastest-growing tools in the data world an in-process analytical database designed for lightning-fast SQL analytics right inside your application or notebook. Often called the SQLite for analytics DuckDB brings warehouse-level performance without servers clusters or complex infrastructure. In this Uplatz explainer we break down what DuckDB is how it works and why data engineers analysts and ML teams are rapidly adopting it. Youll learn: What DuckDB is and why its built as an embedded OLAP engine How it runs"
YouTube Link 2025-11-17T00:01Z 15.7K followers, [--] engagements

"Service Mesh: Istio & Linkerd for Secure Observable Microservices Uplatz In this Uplatz Explainer we introduce the Service Mesh concept and explain how Istio and Linkerd help manage communication security reliability and observability between microserviceswithout changing application code. As microservices scale networking logic becomes complex and service meshes provide a dedicated infrastructure layer to handle it consistently. This video explains service mesh fundamentals in a clear practical and production-focused way helping you understand why teams adopt a service mesh and when it makes"
YouTube Link 2025-12-29T10:18Z 15.8K followers, [--] engagements

"The AI Strategy and Implementation Guide Uplatz AI adoption is no longer about isolated pilots or experimentationit requires a clear strategy disciplined execution and enterprise-wide alignment to deliver real business value. This video serves as a practical guide to designing and implementing AI initiatives that move from vision to measurable outcomes while managing risk cost and organizational change. This Uplatz Explainer breaks down the end-to-end AI journey starting with strategy formulation and moving through architecture design data readiness model development deployment and continuous"
YouTube Link 2026-01-04T15:04Z 15.9K followers, [--] engagements

"SQL and NoSQL Databases: Structure Scale & Strategic Use in Modern Systems Uplatz In this Uplatz Explainer we present a comprehensive breakdown of SQL and NoSQL databases through the lens of structure scalability and strategic system design. Databases form the core of every digital product data platform and enterprise system and choosing between SQL and NoSQL has a direct impact on performance reliability scalability and long-term business success. This video explains the fundamental structural differences between SQL and NoSQL databases including: Relational table-based structure of SQL"
YouTube Link 2025-12-06T00:56Z 15.7K followers, [--] engagements

"Accuracy Precision & Recall: The Core Metrics of Model Evaluation Uplatz When evaluating machine learning models especially in classification tasks three metrics matter the most: Accuracy Precision and Recall. Together they help us understand how well a model is making predictions and whether its missing important cases or producing too many false alarms. In this Uplatz explainer we break down what each metric means when to use them and why relying on accuracy alone can be misleading. Youll learn: What accuracy really measures and when it fails Why Precision and Recall give deeper insights"
YouTube Link 2025-11-20T02:51Z 15.7K followers, [--] engagements

"Why Metal Feels Colder Than Wood The Science Behind It Uplatz Welcome to Uplatz your hub for science engineering and everyday concepts made simple In this Uplatz Explainer we dive into why metal feels colder than wood even when both materials are at the exact same temperature. The answer lies in thermal conductivity heat transfer and how our skin senses temperature. 🧠 The Real Reason Metal Feels Colder Metal feels colder because it is a much better conductor of heat than wood. Heres what happens: When you touch metal heat from your hand flows into the metal very quickly. This rapid heat loss"
YouTube Link 2025-12-01T17:57Z 15.7K followers, [--] engagements

"The ELK Stack: Logging Search and Observability for Modern Systems Uplatz As systems become more distributed and complex logs arent just records theyre the backbone of debugging monitoring and security. In this Uplatz explainer we break down the ELK Stack one of the most powerful open-source platforms for log analytics search and operational intelligence. Youll discover: What the ELK Stack is and why its so widely adopted The three core components: Elasticsearch distributed search and analytics engine Logstash data ingestion and transformation pipeline Kibana stunning dashboards and"
YouTube Link 2025-11-15T03:13Z 15.8K followers, [--] engagements

"Quantum Cognition: Rethinking Intelligence Beyond Classical AI Uplatz Classical AI models intelligence as deterministic computation over fixed representationsbut human cognition often violates these assumptions. Quantum Cognition explores a radically different framework where intelligence is modeled using principles from quantum theory such as superposition contextuality interference and probabilistic collapse. In this Uplatz Explainer we break down what quantum cognition really means and why it is not about running AI on quantum hardware. Youll learn how quantum probability models better"
YouTube Link 2025-12-25T06:47Z 15.8K followers, [--] engagements

"Data Architect Blueprint & Toolkit Design Governance & Enterprise Data Strategy Uplatz Uplatz Explainer A Data Architect designs the foundation of modern digital enterprises enabling scalable data platforms governance frameworks analytics readiness cloud modernization and AI-driven decision-making. This video presents the Data Architect Blueprint & Toolkit covering the architecture principles tools models and strategies needed to build enterprise-grade data ecosystems. 🔍 What You Will Learn What does a Data Architect do Enterprise data architecture explained Data lifecycle management (ingest"
YouTube Link 2025-11-29T12:57Z 15.7K followers, [--] engagements

"Data Modeling Tools & Best Practices for Modern Data Architecture Uplatz In this Uplatz Explainer we dive deep into data modeling tools and best practices used to design scalable high-performance and AI-ready modern data architectures. Strong data modeling is the foundation of reliable analytics trusted reporting and successful machine learning systemsyet it is often overlooked in fast-moving cloud environments. This video explains the core concepts of conceptual logical and physical data models and how they translate into real-world implementations across data warehouses data lakes lakehouse"
YouTube Link 2025-12-05T00:05Z 15.7K followers, [--] engagements

"The Anatomy of Algorithmic Thought: A Treatise on Transformer Circuits Uplatz Transformers are often treated as monolithic black boxesbut beneath their scale lies a rich internal structure of circuits that implement recognizable algorithms. The Anatomy of Algorithmic Thought explores how transformer models compute reason and generalize by composing simple mechanisms into complex computational pathways. In this Uplatz Explainer we break down what transformer circuits really are and how they emerge from attention heads MLP layers residual streams and positional encodings. Youll learn how"
YouTube Link 2025-12-25T12:36Z 15.8K followers, [--] engagements

"Modern Application State Management: Frameworks Libraries and Architectural Paradigms Uplatz State management has become one of the most criticaland complexconcerns in modern application development. As applications grow richer more distributed and more reactive teams must carefully choose state management frameworks libraries and paradigms that balance performance scalability and developer experience. This video provides a comprehensive framework-agnostic guide to modern application state management. This Uplatz Explainer breaks down the different categories of statelocal shared global"
YouTube Link 2026-01-16T03:05Z 15.9K followers, [--] engagements

"GitLab CI/CD Pipelines: End-to-End Automation from Code to Production Uplatz In this Uplatz Explainer we cover GitLab CI/CD Pipelines and show how GitLab enables end-to-end automationfrom code commits to testing security checks and production deploymentsall within a single integrated DevOps platform. GitLab CI/CD is widely used for its built-in pipelines strong DevSecOps capabilities and enterprise-ready workflows. This video explains GitLab CI/CD in a clear practical and production-focused way helping you understand how real teams design reliable pipelines. This video covers: What GitLab"
YouTube Link 2025-12-26T01:28Z 15.8K followers, [--] engagements

"Python Evolution: Performance Memory Management and Modern Tooling Uplatz Python has evolved far beyond its origins as a simple scripting language to become a foundational technology for web development data science AI automation and cloud-native systems. While Python is known for its readability and developer productivity significant work has gone into improving its performance memory efficiency and tooling ecosystem. This video provides a clear technical overview of the evolution of Python with a focus on runtime behavior memory management and modern development tools. This Uplatz Explainer"
YouTube Link 2026-01-17T20:05Z 15.9K followers, [--] engagements

"AI Governance and Strategic Compliance in Modern HR Management Uplatz Human Resources is rapidly becoming an AI-enabled strategic function using intelligent systems for hiring workforce planning performance management and employee engagement. However as AI becomes embedded in HR decision-making it also introduces significant risks around bias privacy transparency and regulatory compliance. This video explores how organizations can implement robust AI governance and strategic compliance frameworks for modern HR management. This Uplatz Explainer breaks down how AI is used across the HR"
YouTube Link 2026-01-04T17:39Z 15.9K followers, [--] engagements

"Building ML APIs with FastAPI & Flask: Serve Models as Real Applications Uplatz Once a machine learning model is trained it needs to be served to real users and applications. FastAPI and Flask are two of the most popular Python frameworks for building ML-powered REST APIs that deliver predictions in real time. In this Uplatz explainer we explore how to deploy ML models using FastAPI and Flask and compare their strengths for production workflows. Youll learn: Why ML models need APIs FastAPI vs Flask key differences ML serving workflow: Load pretrained model Create API endpoint Send input data"
YouTube Link 2025-11-22T23:20Z 15.7K followers, [--] engagements

"React: Building Dynamic and Scalable Frontend Applications with Modern JavaScript Uplatz Welcome to this comprehensive video on React the most popular JavaScript library for building fast scalable and interactive user interfaces. Developed and maintained by Meta (Facebook) React powers some of the worlds most dynamic applications from Instagram and Netflix to Airbnb and Uber. In this session well dive deep into how React revolutionizes frontend development with its component-based architecture virtual DOM and declarative UI design. Whether youre a beginner or an experienced developer this"
YouTube Link 2025-11-09T12:31Z 15.6K followers, [--] engagements

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