Gen AI, LLM & Prompt Engineering

audiobook (Unabridged) A Comprehensive Guide to Generative AI, Large Language Models, and Prompt

By Et Tu Code

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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