LLM Full Course For FREE | Learn To Build An LLM From Scratch 2026 | upGrad
upGrad и Tab 47 by upGrad
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LLM Full Course For FREE | Learn To Build An LLM From Scratch 2026 | upGrad
30 451 просмотр · 1 месяц назад
upGrad и Tab 47 by upGrad
30 451 просмотр · 1 месяц назад
#llm #machinelearning #llmexplained
Want to understand Large Language Models (LLMs) from the ground up? This LLM Full Course FREE takes you through the core concepts behind LLMs and explains how models like ChatGPT actually process text, understand context, and predict the next token.
In this complete LLM course, you'll learn the fundamentals of Large Language Models, tokenization, Byte Pair Encoding (BPE), vector embeddings, attention mechanisms, conditional probability, next-word prediction, temperature, sampling, autoregressive generation, and LLM training.
Instead of treating LLMs like a black box, this course breaks down how LLMs work from scratch and builds your understanding step by step.
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Chapters :
00:00:41 — Introduction to LLM Full Course
00:01:30 — The LLM Query Journey
00:02:07 — Tokenization Explained
00:02:48 — Byte Pair Encoding (BPE)
00:03:23 — Vector Embeddings Explained
00:03:54 — Embeddings & Token Similarity
00:04:24 — Attention Mechanism Explained
00:05:22 — Conditional Probability
00:05:58 — Next-Word Prediction
00:06:31 — Temperature & Sampling
00:07:03 — Autoregressive Generation
00:07:36 — How LLM Training Works
#largelanguagemodels #LLMFullCourse #generativeai #chatgpt #artificialintelligence #machinelearning #ai #LLMFromScratch #upgrad