Description
Gen AI Engineer Class02 in Telugu Agentic AI with Lang Graph, MCP AWS Production Focused 24th Batch
00:01:34 Introduction to Transformer Architecture
00:02:18 Difference Between AI, Machine Learning, and Deep Learning
00:04:18 How Machine Learning Algorithms Find Patterns
00:07:42 "Attention is All You Need" & Evolution of Transformers
00:10:45 Importance of Context in Language Models
00:13:41 Training Phase vs. Inference Phase in AI
00:15:35 Why High-End GPUs (Like Nvidia H100) Are Required
00:18:48 Parallelism and Positional Encoding
00:21:18 What Are Large Language Models (LLMs)?
00:22:45 Will AI Replace Software Developers? (Job Market Impact)
00:30:18 How AI Reads Text: Byte Pair Encoding (BPE)
00:32:25 Tokenization Explained with Tiktokenizer Example
00:38:38 Vocabulary Size and Handling Unknown Tokens
00:44:50 Preparing Training Data: Sequence Length and Overlap
00:48:15 How AI Predicts the Next Word (Probabilities)
00:51:52 Q&A: Agentic AI vs. Generative AI
YouTube Description
Are you curious about how Large Language Models (LLMs) like ChatGPT and Gemini actually work? In this comprehensive Telugu tutorial, we dive deep into the backbone of modern Artificial Intelligence: the Transformer Architecture.
We break down the fundamental differences between AI, Machine Learning, and Deep Learning before moving into the core mechanics of LLMs. You will learn how AI models process human language through Tokenization, Byte Pair Encoding (BPE), and Positional Encoding. We also discuss the massive computational power required for AI, comparing the Training and Inference phases, and explaining why high-end GPUs are essential.
Beyond the technical architecture, we analyze the current IT industry landscape, addressing the burning question: Will Generative AI replace software engineers? Whether you are a beginner aiming to understand AI or a tech professional upgrading your skills, this video provides a complete breakdown of LLM internals.
Hashtags
#GenerativeAI #MachineLearningTelugu #DeepLearning #TransformerArchitecture #LLMExplained #ArtificialIntelligence #AITutorialTelugu #Tokenization #SoftwareJobs #AgenticAI
Keywords
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