March 2023
Beginner to intermediate
192 pages
5h
English
Overview
"Exploring Deepfakes" is a practical and engaging guide to understanding and creating deepfakes, one of the most revolutionary applications of machine learning in generative AI. Through this book, you will delve into the history, ethical considerations, technological workflows, and applications of deepfake techniques, empowering you to leverage this cutting-edge technology responsibly and creatively.
What this Book will help me do
- Clearly understand what deepfakes are and develop the ability to create them effectively.
- Become well-versed in ethical issues surrounding AI technologies and how to address them.
- Master the overhaul process for preparing data required for creating deepfakes.
- Learn key techniques for training deepfake models and utilizing them in applied situations.
- Gain insight into employing generative AIs like deepfakes in innovative personal and professional projects.
Author(s)
Bryan Lyon and Matt Tora are seasoned professionals in the field of artificial intelligence and machine learning, with an emphasis on innovative and generative technologies. With years of hands-on experience, they combine their technical expertise and teaching ability to make complex concepts approachable and practical.
Who is it for?
This book is tailored for AI developers, data scientists, and technology enthusiasts who aim to explore generative AI and deepfakes techniques. It is suitable for readers with foundational knowledge of Python, as well as familiarity with ML tools like TensorFlow or PyTorch. Whether you are aiming to enhance your skills for professional purposes or personal interests, this book is for you.
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