$Kernel Methods for Machine Learning with Math and Python : 100 Exercises for Building Logic - Joe Suzuki$

Kernel Methods for Machine Learning with Math and Python

100 Exercises for Building Logic

By: Joe Suzuki

Write A Review

Paperback | 15 May 2022

At a Glance

Paperback
222 Pages

Dimensions(cm)
23.39 x 15.6 x 1.19

Paperback

$143.99

or 4 interest-free payments of $36.00 with

or

Ships in 10 to 15 business days

The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than relying on knowledge or experience. This textbook addresses the fundamentals of kernel methods for machine learning by considering relevant math problems and building Python programs.

The book''s main features are as follows:

The content is written in an easy-to-follow and self-contained style.
The book includes 100 exercises, which have been carefully selected and refined. As their solutions are provided in the main text, readers can solve all of the exercises by reading the book.
The mathematical premises of kernels are proven and the correct conclusions are provided, helping readers to understand the nature of kernels.
Source programs and running examples are presented to help readers acquire a deeper understanding of the mathematics used.
Once readers have a basic understanding of the functional analysis topics covered in Chapter 2, the applications are discussed in the subsequent chapters. Here, no prior knowledge of mathematics is assumed.
This book considers both the kernel for reproducing kernel Hilbert space (RKHS) and the kernel for the Gaussian process; a clear distinction is made between the two.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.

Defective items

If there is a problem with any of the items received for your order then the Booktopia Customer Care team is ready to assist you.

For more info please visit our Help Centre.

More in Probability & Statistics

Statistics and Data Handling for Biologists : A Student's Guide - Neil Millar

$68.75

18%
OFF

Recent Advances in Information Systems : Proceedings of the ICRAIS, Pointe aux Piments, Mauritius, 10-12 September 2025 - Gerrit Schumann

$35.75

21%
OFF

Applied Multivariate Statistical Analysis : Volume 1 - Nancy Maxwell

RRP $21.95

$17.75

19%
OFF

Kernel Methods for Machine Learning with Math and Python

100 Exercises for Building Logic

At a Glance

Paperback

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Probability & Statistics

Statistics and Data Handling for Biologists

A Student's Guide

Statistics and Data Handling for Biologists

A Student's Guide

Recent Advances in Information Systems

Proceedings of the ICRAIS, Pointe aux Piments, Mauritius, 10-12 September 2025

Statistics in Clinical Development of Cancer Drugs

Recent Trends & Advances

Data Science and Social Research III

Epistemology, Methods, Technology, Applications, and Relation to Artificial Intelligence

Introductory Statistics

The Maths Book

Big Ideas Simply Explained

Applied Multivariate Statistical Analysis

Volume 1

Foundations of Statistics

Sampling Theory and Practice

Probability and Statistics for Science and Engineering

Practical Statistics

Freakonomics

A Rogue Economist Explores the Hidden Side of Everything

Statistics without Tears

An Introduction for Non-Mathematicians

How the World Really Works

A Scientist's Guide to Our Past, Present, and Future

The Art of Statistics

Learning from Data

Calling Bullshit

The Art of Scepticism in a Data-Driven World

Statistics Using Stata

3rd Edition - An Integrative Approach

The Art of Uncertainty

How to Navigate Chance, Ignorance, Risk and Luck

Hoop Atlas

Mapping the Remarkable Transformation of the Modern NBA

The Signal and the Noise

The Art and Science of Prediction

Simply Maths

DK Simply

Multivariate Data Analysis

8th Edition

Statistics Essentials For Dummies

For Dummies

This product is categorised by