دانلود کتاب یادگیری ماشینی، متحرک

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, Ani-mated 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 ma- chines learn: from initial parameter values to adjusting each step, to the final converged param- eters 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, Sea-quest and Beam Rider.
Written in a clear and concise style, illustrated with animations and images, this book is particu-larly appealing to readers with no background in computer science, mathematics or statistics.