Videos de llm for beginners
Videos etiquetados con "llm for beginners"
llm for beginners 2 videos
LLMs Explained in 20 Minutes | The Transformer Behind ChatGPT, Gemini & Claude
🚀 LLMs Explained in 10 Minutes | The Transformer Behind ChatGPT, Gemini & Claude Ever wondered how ChatGPT, Gemini, Claude, and other AI assistants actually work? In this video, we'll break down Large Language Models (LLMs) in the simplest way possible. You'll learn how AI evolved from traditional neural networks to the revolutionary Transformer Architecture, the breakthrough that powers modern AI. We'll also explore the Attention Mechanism, the core idea that allows LLMs to understand context, focus on important words, and generate human-like responses. What You'll Learn ✅ What is an LLM (Large Language Model)? ✅ Why RNNs struggled with long context ✅ How Transformer Architecture works ✅ What is the Attention Mechanism? ✅ Why Transformers changed AI forever ✅ How ChatGPT, Gemini, and Claude generate responses ✅ The foundation behind modern Generative AI Whether you're a student, developer, cloud engineer, AI enthusiast, or preparing for AI interviews, this video will help you understand the fundamentals of LLMs without complicated math. 🔥 If you enjoy AI, Generative AI, Agentic AI, Google Cloud, Gemini, MCP, and modern AI architectures, make sure to subscribe for more content. #LLM #ChatGPT #Gemini #Claude #Transformer #GenerativeAI #ArtificialIntelligence #MachineLearning #AIExplained #TechTrapture Playlists Google Agent Development Kit (ADK) https://www.youtube.com/playlist?list=PLLrA_pU9-Gz2HwepRUVpq1TEPuYWo_fSi Learn Airflow https://www.youtube.com/playlist?list=PLLrA_pU9-Gz3i8qw6yakrfJzx75W_vVaH Learn Google Cloud in 2025 https://youtube.com/playlist?list=PLLrA_pU9-Gz2OnBoICkewd9-Fc9Mi0nm7&si=8kkB3ct5wDHCMkoi Data Engineering Hands-on Projects https://www.youtube.com/playlist?list=PLLrA_pU9-Gz2DaQDcY5g9aYczmipBQ_Ek Looking to get in touch? Drop me a line at vishal.bulbule@techtrapture.com Linkedin https://www.linkedin.com/in/vishal-bulbule/ Medium Blog https://medium.com/@VishalBulbule Github Source Code https://github.com/vishal-bulbule
How LLMs Understand your Prompts: Tokenization & Embeddings | Chapter 05
What are vector embeddings and tokenization, and how do they let an LLM understand meaning? This video explains tokenization, embeddings, vector dimensions, cosine similarity and positional embeddings - with a hands-on coding demo. ===== In this video, you will learn ===== • What tokenization is and the main types of tokenizers (incl. Byte Pair Encoding) • What vector embeddings are, and what vectors & dimensions actually mean • How an LLM captures meaning using embeddings • How cosine similarity measures how "close" two pieces of text are • Positional embeddings - how models know word order • A hands-on Python demo: tokenizer + embeddings in code This is Part 5 of the GenAI Fundamentals series - for data engineers, developers, and anyone learning how AI language models actually work. ===== Chapters ===== 00:00 - Introduction 00:32 - What is Tokenization and Vector Embeddings? 03:41 - What are Vectors and Dimensions? 06:37 - Why Vectors matter for LLMs? 07:59 - How meaning is captured using Embedding? 12:30 - What is Cosine Similarity? 14:08 - Types of Tokenizers 17:50 - (Hands on) Coding for Tokenizer and Embeddings 26:48 - What are Positional Embeddings? ===== Links ===== Google's "Attention is all You Need" Paper - https://arxiv.org/pdf/1706.03762 Groq Cloud - https://console.groq.com/home GPT Tokenizer - https://platform.openai.com/tokenizer Google Collab - https://colab.research.google.com/ Byte Pair Encoding (BPE) - https://www.geeksforgeeks.org/nlp/byte-pair-encoding-bpe-in-nlp/ Github Code - https://github.com/subhamkharwal/genai-for-data-engineers/blob/master/codes/genai_chap05.ipynb ===== Other Playlists ===== Checkout all other playlists on Data Engineering 👇🏻 https://www.youtube.com/@easewithdata/playlists ===== GitHub Repo ===== https://github.com/subhamkharwal https://github.com/subhamkharwal/genai-for-data-engineers ===== Connect with ME ===== LinkedIn - https://www.linkedin.com/in/subhamkharwal Medium - https://subhamkharwal.medium.com ===== Hashtags ===== #VectorEmbeddings #Tokenization #LLM #GenerativeAI #genai #dataengineering #python #neuralnetworks #machinelearning