Algorithms of the intelligent web

• Tác giả: Dmitry Babenko, Haralambos Marmanis, Douglas McIlwraith
• Ngôn ngữ: eng
• ISBN-10: 1617292583
• ISBN-13: 978-1617292583
• Ký hiệu phân loại: 006.76 Programming
• Thông tin xuất bản: Shelter Island, NY : Manning Publications Co., 2016
• Mô tả vật lý: xviii, 222 pages : , illustrations ; , 24 c
• Bộ sưu tập: Công nghệ thông tin
• ID: 156486
• Chủ đề: 1. Artificial intelligence; 2. Artificial intelligence; 3. Computer algorithms; 4. Computer algorithms; 5. Web site development; 6. Web site development

Tóm tắt

Algorithms of the Intelligent Web, Second Edition teaches you how to create machine learning applications that crunch and wrangle data collected from users, web applications, and website logs. In this totally revised edition, you'll look at intelligent algorithms that extract real value from data. Key machine learning concepts are explained with code examples in Python's scikit-learn. This book guides you through algorithms to capture, store, and structure data streams coming from the web. You'll explore recommendation engines and dive into classification via statistical algorithms, neural networks, and deep learning. -- Provided by publisher