Deep Learning. Immersion into the World of Neural Networks

Before you is the first book on deep learning written in Russian. Deep models have turned out to be the key that fits all locks at once: new architectures and training algorithms, as well as increased computing power and the emergence of huge datasets, have led to revolutionary breakthroughs in computer vision, speech recognition, natural language processing, and many other typically "human" tasks of machine learning. These exciting ideas, the entire history and main components of the deep learning revolution, as well as the most modern achievements in this field, are presented in an accessible and interesting way in this book. Maximum explanations, minimum code, serious material on machine learning, and captivating narration - in this unique work of remarkable Russian scientists and intellectuals.