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TABLE OF CONTENTS15 sections

Generative AI and Large Language Models

01Generative AI and Large Language Models 02Foundations Of Generative Ai 03Language Modeling And Nlp Foundations 04Transformer Architecture And Llm Design 05Data Engineering And Llm Pretraining 06Adaptation Fine Tuning And Alignment 07Prompt Engineering And Structured Interaction 08Retrieval Augmented Generation And Knowledge Systems 09Agents Tools And Generative Ai Applications 10Multimodal And Alternative Generative Models 11Evaluation Experimentation And Llm Analytics 12Production Engineering And Llmops 13Enterprise Strategy And Digital Transformation 14Ethics Safety Security And Governance 15Emerging Research And Future Directions

Chapter 4

Data Engineering And Llm Pretraining

PREVIOUS SECTIONTransformer Architecture And Llm Design UP NEXTAdaptation Fine Tuning And Alignment

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