A first course in machine learning

• Tác giả: Mark Girolami, Simon Rogers
• Ngôn ngữ: eng
• ISBN-10: 1498738486
• ISBN-13: 978-1498738484
• Ký hiệu phân loại: 006.31 Machine learning
• Thông tin xuất bản: Boca Raton : CRC Press, 2017
• Mô tả vật lý: xxix, 397 pages : , illustrations ; , 25 cm
• Bộ sưu tập: Công nghệ thông tin
• ID: 158421
• Chủ đề: 1. Machine learning; 2. Machine Learning

Includes bibliographical references and index

Tóm tắt

"Introduces the main algorithms and ideas that underpin machine learning techniques and applications -- Keeps mathematical prerequisites to a minimum, providing mathematical explanations in comment boxes and highlighting important equations -- Covers modern machine learning research and techniques -- Includes three new chapters on Markov Chain Monte Carlo techniques, Classification and Regression with Gaussian Processes, and Dirichlet Process models."--From Publisher