Understanding Machine Learning : From Theory to Algorithms (1107057132)
load Understanding Machine Learning : From Theory to Algorithms (1107057132)get Understanding Machine Learning : From Theory to Algorithms (1107057132)
obtain Understanding Machine Learning : From Theory to Algorithms (1107057132)
Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics, the book covers a wide array of central topics unaddressed by previous textbooks. These include a discussion of the computational complexity of learning and the concepts of convexity and stability; important algorithmic paradigms including stochastic gradient descent, neural networks, and structured output learning; and emerging theoretical concepts such as the PAC-Bayes approach and compression-based bounds. Designed for advanced undergraduates or beginning graduates, the text makes the fundamentals and algorithms of machine learning accessible to students and non-expert readers in statistics, computer science, mathematics and engineering.
Product details
- Hardback | 410 pages
- 183 x 260 x 28mm | 910g
- 06 Mar 2019
- Cambridge University Press
- Cambridge, United Kingdom
- English
- Worked examples or Exercises; 1 Halftones, unspecified; 46 Line drawings, unspecified
- 1107057132
- 9781107057135
- 71,550
Download Understanding Machine Learning : From Theory to Algorithms (1107057132).pdf, available at secure.drbook.co for free.
descárgalo Understanding Machine Learning : From Theory to Algorithms (1107057132)
faça o downloadUnderstanding Machine Learning : From Theory to Algorithms (1107057132)
ダウンロードする Understanding Machine Learning : From Theory to Algorithms (1107057132)
last den ned Understanding Machine Learning : From Theory to Algorithms (1107057132)
ebooks,ebooks free,ebooks cpm,ebook library,ebooks for kids,ebooks textbooks,ebook reader,ebook cpm,ebook download,ebook textbooks,ebook rental,ebook creator,ebook template,ebook app,ebook amazon,ebook apa citation,ebook access,ebook audio reader,ebook app free,ebook access code,ebook all store,abebooks,abebooks discount code,ebook bike,ebook bundles,ebook business,ebook bookstore,ebook barnes and noble,ebook buddy,ebook bookshelf,ebook best practices,b-ebooks,b-ebooks review,b-ebooks legit,b-ebooks coupon,b-ok ebook library,pahla b ebook,b.com ebooks free download, ebooks,ebook central,ebook cover,ebook converter mac,ebook cover size,book citation,ebook conversion,c ebook pdf,c book balaguruswamy free download,ebook c programming,ebooking ctrip,usb c ebook reader,c language book pdf,ebook definition,ebook download sites,ebook design,ebook deals,ebook dimensions,ebook drm removal,ebook device ebooks,initial d ebook,d pharma ebooks,d-day ebook, ebooks,fa c.d. ebook,ebook occasion,ebook
Such is the Article Understanding Machine Learning : From Theory to Algorithms (1107057132)
this time, hopefully can benefit you all. ok, see you in another article post.
#ebook #ebookwormsclub #eBooks #ebookreader #ebookdereceitas #ebookmurah #ebooksforsale #ebooksph #ebookstore #ebooksale #ebooklover #ebookseller #ebookrequest #ebookreview #ebookph #ebookcover #ebookcoverdesign #ebookdesign #ebookku #ebooknutrindoreceitas #ebookontheway #ebooksphilippines #ebookworm #ebookbestseller #ebookdilan #ebookfit #ebookgratis #ebooksforsaleph #ebooksmurah #ebookart
You are now reading Understanding Machine Learning : From Theory to Algorithms (1107057132) with link https://indosub2.blogspot.com/2022/04/understanding-machine-learning-from.html
Posting Komentar
0 Komentar