Machine Learning and Deep Learning With Python - Chen, James

. .

Résumé :
This book is a comprehensive guide to understanding and implementing cutting-edge machine learning and deep learning techniques using the Python programming language. Written with both beginners and experienced developers in mind, this book provides a thorough overview of the foundations of machine learning and deep learning, including mathematical fundamentals, optimization algorithms and neural networks. Starting with the basics of Python programming, this book gradually builds up to more advanced topics, such as artificial and convolutional neural networks, generative adversarial networks. Each chapter is filled with clear explanations, practical examples, and step-by-step tutorials that allow readers to gain a deep understanding of the underlying principles of machine learning and deep learning. Throughout the book, readers will also learn how to use popular Python libraries and packages, including numpy, pandas, scikit-learn, TensorFlow, and Keras, to build and train powerful machine learning and deep learning models for a variety of real-world applications, such as regressions and classification, K-means, support vector machines, and recommender systems. Whether you are a seasoned data scientist or a beginner looking to enter the world of machine learning, this book is the ultimate resource for mastering these cutting-edge technologies and taking your skills to the next level. High-school level of mathematical knowledge and all levels (including entry-level) of programming skills are good to start, all Python codes are available at Github.com....

Biographie:
James Tai-Chi Chen was born and educated in Taiwan, but has lived in Canada for over three decades. He has studied economics, been a business manager and owner, and worked in the insurance industry. It was in this last role that Chen became convinced that life is the most important asset for individuals and family and became determined to make a difference. Today Chen lives in Burnaby, B.C. Canada with his wife and daughter. He is an avid reader, and loves music, dancing, and playing basketball, ping-pong, and snooker. Save Our Troubled World is his first book....

Sommaire:
James Tai-Chi Chen was born and educated in Taiwan, but has lived in Canada for over three decades. He has studied economics, been a business manager and owner, and worked in the insurance industry. It was in this last role that Chen became convinced that life is the most important asset for individuals and family and became determined to make a difference. Today Chen lives in Burnaby, B.C. Canada with his wife and daughter. He is an avid reader, and loves music, dancing, and playing basketball, ping-pong, and snooker. Save Our Troubled World is his first book....