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Master Generative AI in Just 6 Hours: A Complete Beginner’s Guide to Gen AI from Scratch
Learn about Fine Tuning Concepts (LoRA/QLoRA): https://www.youtube.com/watch?v=CRFON_RPa_E
๐๐ข๐ฆ๐๐๐ข๐ง๐:
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00:00 Introduction
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04:01 What is AI and Gen AI
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12:35 Detailed understanding on the Agenda
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15:07 More about AI
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46:00 NLP Basics
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2:30:57 Word2Vec Implementation
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2:57:23 Transformers
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3:23:01 Encoder Only vs Decoder Only Architecture
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3:33:13 BERT Architecture
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3:41:30 GPT Architecture
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4:03:02 Open Source vs APIs (Gen AI LLM Models)
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4:10:33 Prompt Engineering in a nutshell
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4:28:28 Retrieval Augmented Generation (RAGs)
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4:49:01 RAG Use Cases
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4:55:38 RAG Architecture Detailed Walkthrough
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5:05:58 Vector Database vs Vector Index
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5:13:10 Live Gen AI Project (AI Career Coach)
๐ด Code: https://github.com/pik1989/Gen-AI-Workshop
๐ด Project: https://drive.google.com/drive/folders/1rSssT9vbhxuJLZVOqv3iQina9UNDIS45?usp=sharing ๐๐
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