Machine Learning, Animated

Machine Learning, Animated
Author :
Publisher : CRC Press
Total Pages : 465
Release :
ISBN-10 : 9781000964776
ISBN-13 : 1000964779
Rating : 4/5 (76 Downloads)

Book Synopsis Machine Learning, Animated by : Mark Liu

Download or read book Machine Learning, Animated written by Mark Liu and published by CRC Press. This book was released on 2023-10-30 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: The release of ChatGPT has kicked off an arms race in Machine Learning (ML), however ML has also been described as a black box and very hard to understand. Machine Learning, Animated eases you into basic ML concepts and summarizes the learning process in three words: initialize, adjust and repeat. This is illustrated step by step with animation to show how machines learn: from initial parameter values to adjusting each step, to the final converged parameters and predictions. This book teaches readers to create their own neural networks with dense and convolutional layers, and use them to make binary and multi-category classifications. Readers will learn how to build deep learning game strategies and combine this with reinforcement learning, witnessing AI achieve super-human performance in Atari games such as Breakout, Space Invaders, Seaquest and Beam Rider. Written in a clear and concise style, illustrated with animations and images, this book is particularly appealing to readers with no background in computer science, mathematics or statistics. Access the book's repository at: https://github.com/markhliu/MLA


Machine Learning, Animated Related Books

Machine Learning, Animated
Language: en
Pages: 465
Authors: Mark Liu
Categories: Computers
Type: BOOK - Published: 2023-10-30 - Publisher: CRC Press

DOWNLOAD EBOOK

The release of ChatGPT has kicked off an arms race in Machine Learning (ML), however ML has also been described as a black box and very hard to understand. Mach
Deep Learning Illustrated
Language: en
Pages: 725
Authors: Jon Krohn
Categories: Computers
Type: BOOK - Published: 2019-08-05 - Publisher: Addison-Wesley Professional

DOWNLOAD EBOOK

"The authors’ clear visual style provides a comprehensive look at what’s currently possible with artificial neural networks as well as a glimpse of the magi
Modern Machine Learning Techniques and Their Applications in Cartoon Animation Research
Language: en
Pages: 210
Authors: Jun Yu
Categories: Computers
Type: BOOK - Published: 2013-03-27 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

The integration of machine learning techniques and cartoon animation research is fast becoming a hot topic. This book helps readers learn the latest machine lea
Deep Learning in Gaming and Animations
Language: en
Pages: 177
Authors: Vikas Chaudhary
Categories: Computers
Type: BOOK - Published: 2021-12-07 - Publisher: CRC Press

DOWNLOAD EBOOK

Over the last decade, progress in deep learning has had a profound and transformational effect on many complex problems, including speech recognition, machine t
Machine Learning, Animated
Language: en
Pages: 0
Authors: Mark H. Liu
Categories: COMPUTERS
Type: BOOK - Published: 2023-12 - Publisher:

DOWNLOAD EBOOK

The release of ChatGPT has kicked off an arms race in Machine Learning (ML), however ML has also been described as a black box and very hard to understand. Mach