LLM Full Course For Data Engineers (From SCRATCH)

How LLM works | LLM from scratch | Gen AI | Data Engineering 🔍What You'll Learn? This is a complete beginner-friendly LLM course that explains all the core concepts - NLP, vector embeddings, Transformer architecture, GPT models, BERT models, and more in 3 hours. Timestamps: 0:00 Introduction 11:05 Natural Language Processing 19:16 What is a Language Model 31:25 Types of Language Models 41:36 What is LLM in a Nutshell? 45:09 Types of LLMs 50:42 Tokenization & Token IDs 1:08:56 Embedding Vectors 1:16:35 Types of Embeddings 1:24:31 Embeddings Lab 1:43:48 Decoder-Only Transformer Guide 2:41:38 Encoder-Only Transformer 2:48:15 Encoder-Decoder Transformer Data Engineer Roadmap [WITH RESOURCES] https://github.com/anshlambagit/Data_Engineer_Roadmap Notes & Code Repository https://github.com/anshlambagit/Large_Language_Model_Guide_For_DataEngineers WATCH MY PREVIOUS VIDEOS ➡️Python Full Course https://youtu.be/ZvU7lupoXQE?si=Z7JPGak59MIw1jYP ➡️ Data Modeling Masterclass https://youtu.be/K7C1sWKQU-o?si=ExuraMvfpXtuzkku ➡️PySpark Full Course https://youtu.be/94w6hPk7nkM?si=i3u_8ZWkGf6fiGyh ➡️Databricks Tutorial https://youtu.be/7pee6_Sq3VY?si=pPBrTnE2R8PhhHu5 ➡️Apache Spark The Ultimate Guide https://youtu.be/FNJze2Ea780?si=MHszd1EpzUtFzZR9 ======================================= Join this channel to SUPPORT MY HARDWORK: https://www.youtube.com/channel/UCu7lQE-L5gzt8aD7zuuufjw/join ======================================= Connect with ME LinkedIn - https://www.linkedin.com/in/ansh-lamba-793681184/ Telegram - https://t.me/anshlambadatafam ========================= For COLLABORATION 👇 anshlambacollab@gmail.com ========================= ⭐Hashtags⭐ #genai #llm #dataengineering #pyspark #agenticai