This book is dedicated to the revolutionary changes in artificial intelligence, neural networks, and deep learning. The author examines the principles of machine learning, explaining how computers learn to recognize patterns, process information, and make data-driven decisions. Special attention is paid to breakthrough technologies in neural networks and their impact on the development of modern systems.