Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2 is a comprehensive guide to machine learning and deep learning using the Python language. The book presents the fundamental principles of machine learning, from data preprocessing, feature selection, data dimensionality reduction, model building and evaluation to classification, regression, clustering, and combinatorial learning algorithms using the scikit-learn library. In addition, the book introduces the construction of artificial neural networks, training deep learning models using TensorFlow 2, convolutional neural networks (CNN), feedback neural networks (RNN), and reinforcement learning. Through numerous practical examples and application projects such as sentiment analysis, image recognition, and the deployment of machine learning models in web applications, the book helps readers develop skills in designing, training, and deploying modern artificial intelligence systems.

Ngôn ngữ:	eng
Tác giả:	Raschka, Sebastian, Mirjalili, Vahid
Thông tin nhan đề:	Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2: 3rd Edition
Nhà xuất bản:	Packt Publishing
Loại hình:	Giáo trình, sách tham khảo / Bộ sưu tập: Công nghệ thông tin
Mô tả vật lý:	741p.
Năm xuất bản:	2019