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LLM Full Course For Data Engineers (From SCRATCH)

Ansh Lamba

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LLM Full Course For Data Engineers (From SCRATCH)

154 699 просмотров · 10 мес. назад
Ansh Lamba
155 тыс. подписчиков
154 699 просмотров · 10 мес. назад
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_... Notes & Code Repository https://github.com/anshlambagit/Large... WATCH MY PREVIOUS VIDEOS ➡️Python Full Course    • Python Full Course For Data Engineers [6+ ...   ➡️ Data Modeling Masterclass    • Data Modeling Masterclass For Data Enginee...   ➡️PySpark Full Course    • PySpark Tutorial | Full Course (From Zero ...   ➡️Databricks Tutorial    • Databricks Tutorial (From Zero to Hero) | ...   ➡️Apache Spark The Ultimate Guide    • Apache Spark - The Ultimate Guide [From ZE...   ======================================= Join this channel to SUPPORT MY HARDWORK:    / @anshlambajsr   ======================================= Connect with ME LinkedIn -   / ansh-lamba-793681184   Telegram - https://t.me/anshlambadatafam ========================= For COLLABORATION 👇 anshlambacollab@gmail.com ========================= ⭐Hashtags⭐ #genai #llm #dataengineering #pyspark #agenticai