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Gen AI, LLM & Prompt Engineering: A Comprehensive Guide to Generative AI, Large Language Models, and Prompt Engineering


English | February 25, 2024 | ISBN: N/A | ASIN: B0CW18L9FN | 285 pages | EPUB | 18 Mb


Gen AI, LLM & Prompt Engineering: A Comprehensive Guide


Unlock the potential of Generative AI, Large Language Models, and Prompt Engineering with this definitive guide.


This book delves into the fascinating world of generative AI, a powerful technology capable of creating new and original content, from text and images to music and code.


Part 1: Generative AI Demystified


Explore the fundamentals of generative AI: Learn about its history, different types of models, training methods, and the underlying mathematics.


Navigate the research landscape: Gain insights from key research papers shaping the field.


Discover real-world applications: See generative AI in action across various industries, from drug discovery to product design.


Part 2: Mastering Large Language Models (LLMs)


Demystify the inner workings of LLMs: Understand the basics of Natural Language Processing and delve into model architectures, training, and evaluation.


Become an LLM developer: Learn to collect, preprocess data, design models, and fine-tune them for specific tasks.


Explore popular LLMs: Discover prominent models like GPT-3 and learn how to integrate them into your applications.


Part 3: The Art of Prompt Engineering


Unleash the power of prompts: Understand the psychology behind effective prompts and how to craft them for optimal results.


Fine-tune prompts for different models: Learn how prompts can be adapted to various AI models for specific tasks.


Explore advanced techniques and future directions: Discover innovative prompt engineering methods and delve into the ethical considerations.


 


Gen AI, LLM & Prompt Engineering: A Comprehensive Guide to Generative AI, Large Language Models, and Prompt Engineering


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