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Joe Suzuki Statistical Learning with Math and Python (Paperback) (UK IMPORT)

Description: Further DetailsTitle: Statistical Learning with Math and PythonCondition: NewEAN: 9789811578762ISBN: 9789811578762Edition: 1st ed. 2021Publisher: Springer Verlag, SingaporeFormat: PaperbackRelease Date: 08/04/2021Item Height: 235mmItem Length: 155mmAuthor: Joe SuzukiLanguage: EnglishSubtitle: 100 Exercises for Building LogicDescription: The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textbook approaches the essence of machine learning and data science by considering math problems and building Python programs. As the preliminary part, Chapter 1 provides a concise introduction to linear algebra, which will help novices read further to the following main chapters. Those succeeding chapters present essential topics in statistical learning: linear regression, classification, resampling, information criteria, regularization, nonlinear regression, decision trees, support vector machines, and unsupervised learning. Each chapter mathematically formulates and solves machine learning problems and builds the programs. The body of a chapter is accompanied by proofs and programs in an appendix, with exercises at the end of the chapter. Because the book is carefully organized to provide the solutions to the exercises in each chapter, readers can solve the total of 100 exercises by simply following the contents of each chapter. This textbook is suitable for an undergraduate or graduate course consisting of about 12 lectures. Written in an easy-to-follow and self-contained style, this book will also be perfect material for independent learning.Country/Region of Manufacture: SGGenre: Science Nature & MathTopic: Computing & InternetRelease Year: 2021 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.

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Joe Suzuki Statistical Learning with Math and Python (Paperback) (UK IMPORT)

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Book Title: Statistical Learning with Math and Python

Title: Statistical Learning with Math and Python

EAN: 9789811578762

ISBN: 9789811578762

Edition: 1st ed. 2021

Release Date: 08/04/2021

Release Year: 2021

Item Height: 235mm

Subtitle: 100 Exercises for Building Logic

Country/Region of Manufacture: SG

Genre: Science Nature & Math

Topic: Computing & Internet

Number of Pages: Xi, 256 Pages

Publication Name: Statistical Learning with Math and Python : 100 Exercises for Building Logic

Language: English

Publisher: Springer

Subject: Mathematical & Statistical Software, Intelligence (Ai) & Semantics, Probability & Statistics / General

Publication Year: 2021

Type: Textbook

Item Weight: 14.9 Oz

Author: Joe Suzuki

Item Length: 9.3 in

Subject Area: Mathematics, Computers

Item Width: 6.1 in

Format: Trade Paperback

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