Mathematics for Machine Learning
Thương hiệu: No Brand | Xem thêm Sách Học Tiếng Anh No Brand Xem thêm Sách Học Tiếng Anh bán bởi Hanoi bookstoreMô tả ngắn
Mua Mathematics for Machine Learning ở đâu?: Còn hàng
** Quét mã QR bằng Zalo để mua trên điện thoại
Giới thiệu Mathematics for Machine Learning
Mathematics for Machine Learning ( sách gia công bìa mềm ) Thể loại:Mathematics - Applied Mathematics Năm:2020 Ngôn ngữ:English Trang:417 The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web siteChi Tiết Sản Phẩm
Thương hiệu | No Brand |
---|---|
SKU | l2011173896 |
ISBN ISSN | 9781108679930 |
Định dạng sách | Bìa mềm |
Ngôn Ngữ | tiếng Anh |
Gói Bảo Hành | Bằng Hóa đơn mua hàng |
Thời gian bảo hành | 1 tháng |
d | 4315 |