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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.
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.