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.