Machine Learning Refined : Foundations, Algorithms, and Applications
- المؤلف
- Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos
- سنة النشر
- 2020
- الناشر
- Cambridge University Press
- لغة الملف
- انكليزي
- نوع الملف
- Book
- تصنيف الكتاب
- Computer Science
- تحميل الكتاب قراءة الكتاب
Provides students with the fundamental knowledge and practical tools needed to conduct research and build data-driven products. The authors prioritize geometric intuition and algorithmic thinking, and include detail on all the essential mathematical prerequisites, to offer a fresh and accessible way to learn. Practical applications are emphasized, with examples from disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology.
الكلمات المفتاحية: Computers and IT / Machine learning / Apprentissage automatique / Maschinelles Lernen
