Cover Image

Introduction to machine learning : from math to code /

"Explore how and why machine learning algorithms work with this self-contained, hands-on textbook for senior undergraduate and graduate students. Using Matlab and Python, it includes over 85 worked examples demonstrating how to implement algorithms, and over 75 end-of-chapter problems empowerin...

Full description

Bibliographic Details
Main Author: Wang, Ruye (Author)
Format: Book
Language:English
Published: Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2026.
Subjects:
Machine learning > Textbooks.
MATLAB > Textbooks.
Python (Computer program language) > Textbooks.
Machine learning
Description
Summary:"Explore how and why machine learning algorithms work with this self-contained, hands-on textbook for senior undergraduate and graduate students. Using Matlab and Python, it includes over 85 worked examples demonstrating how to implement algorithms, and over 75 end-of-chapter problems empowering students to develop their own code"--
Physical Description:xxi,555 pages : illustrations (some color) ; 26 cm
Bibliography:Includes bibliographical references and index.
ISBN:9781316519509
1316519503