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

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.

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Utgivningsdatum

Ljudbok: 11 juni 2024