Machine Learning Refined (Foundations, Algorithms, and Applications) 2nd Edition

4.4 out of 5 stars 22 ratings
ISBN-13: 978-1108480727
ISBN-10: 1108480721
Why is ISBN important?
This bar-code number lets you verify that you're getting exactly the right version or edition of a book. The 13-digit and 10-digit formats both work.
Scan an ISBN with your phone
Use the Amazon App to scan ISBNs and compare prices.
Have one to sell?
Loading your book clubs
There was a problem loading your book clubs. Please try again.
Not in a club? Learn more
Amazon book clubs early access

Join or create book clubs

Choose books together

Track your books
Bring your club to Amazon Book Clubs, start a new book club and invite your friends to join, or find a club that’s right for you for free.
Due Date: Jun 27, 2021 Rental Details
  • FREE return shipping at the end of the semester.
  • Access codes and supplements are not guaranteed with rentals.
In Stock. Rented from apex_media , Fulfilled by Amazon
  • List Price: $69.99
  • Save:$43.00(61%)
FREE delivery: Saturday, April 17 Details
Fastest delivery: Tuesday, April 13
Order within 15 hrs
Only 1 left in stock - order soon.
Available at a lower price from other sellers that may not offer free Prime shipping.
27 new from $68.19
FREE delivery: Saturday, April 17 Details
Fastest delivery: Tuesday, April 13
Order within 15 hrs
Machine Learning Refined ... has been added to your Cart
Available at a lower price from other sellers that may not offer free Prime shipping.

A new pulse-raising crime thriller
The electrifying sequel to "The Sympathizer" by Viet Viet Thanh Nguyen. Listen now

Enter your mobile number or email address below and we'll send you a link to download the free Kindle App. Then you can start reading Kindle books on your smartphone, tablet, or computer - no Kindle device required.

  • Apple
  • Android
  • Windows Phone
    Windows Phone
  • Click here to download from Amazon appstore

To get the free app, enter your mobile phone number.


Frequently bought together

  • Machine Learning Refined (Foundations, Algorithms, and Applications)
  • +
  • Mathematics for Machine Learning
  • +
  • Introduction to Machine Learning, fourth edition (Adaptive Computation and Machine Learning series)
Total price: $178.36
Buy the selected items together

Special offers and product promotions

Editorial Reviews


'An excellent book that treats the fundamentals of machine learning from basic principles to practical implementation. The book is suitable as a text for senior-level and first-year graduate courses in engineering and computer science. It is well organized and covers basic concepts and algorithms in mathematical optimization methods, linear learning, and nonlinear learning techniques. The book is nicely illustrated in multiple colors and contains numerous examples and coding exercises using Python.' John G. Proakis, University of California, San Diego

'Some machine learning books cover only programming aspects, often relying on outdated software tools; some focus exclusively on neural networks; others, solely on theoretical foundations; and yet more books detail advanced topics for the specialist. This fully revised and expanded text provides a broad and accessible introduction to machine learning for engineering and computer science students. The presentation builds on first principles and geometric intuition, while offering real-world examples, commented implementations in Python, and computational exercises. I expect this book to become a key resource for students and researchers.' Osvaldo Simeone, Kings College London

'This book is great for getting started in machine learning. It builds up the tools of the trade from first principles, provides lots of examples, and explains one thing at a time at a steady pace. The level of detail and runnable code show what's really going when we run a learning algorithm.' David Duvenaud, University of Toronto

'This book covers various essential machine learning methods (e.g., regression, classification, clustering, dimensionality reduction, and deep learning) from a unified mathematical perspective of seeking the optimal model parameters that minimize a cost function. Every method is explained in a comprehensive, intuitive way, and mathematical understanding is aided and enhanced with many geometric illustrations and elegant Python implementations.' Kimiaki Sihrahama, Kindai University, Japan

'Books featuring machine learning are many, but those which are simple, intuitive, and yet theoretical are extraordinary 'outliers'. This book is a fantastic and easy way to launch yourself into the exciting world of machine learning, grasp its core concepts, and code them up in Python or Matlab. It was my inspiring guide in preparing my 'Machine Learning Blinks' on my BASIRA YouTube channel for both undergraduate and graduate levels.' Islem Rekik, Director of the Brain And SIgnal Research and Analysis (BASIRA) Laboratory

Book Description

An intuitive approach to machine learning covering key concepts, real-world applications, and practical Python coding exercises.
Give the gift of Amazon for any occasion
Free shipping on all gift cards
Shop now

Product details

  • Publisher : Cambridge University Press; 2nd edition (March 12, 2020)
  • Language : English
  • Hardcover : 594 pages
  • ISBN-10 : 1108480721
  • ISBN-13 : 978-1108480727
  • Item Weight : 3 pounds
  • Dimensions : 7.2 x 1.1 x 10 inches
  • Customer Reviews:
    4.4 out of 5 stars 22 ratings

Customer reviews

4.4 out of 5 stars
4.4 out of 5
22 global ratings
How are ratings calculated?

Top reviews from the United States

Reviewed in the United States on February 20, 2020
Verified Purchase
7 people found this helpful
Report abuse
Reviewed in the United States on June 28, 2020
Verified Purchase
2 people found this helpful
Report abuse
Reviewed in the United States on July 12, 2020
Verified Purchase
One person found this helpful
Report abuse
Reviewed in the United States on February 24, 2021
Verified Purchase
Reviewed in the United States on December 15, 2020
Reviewed in the United States on March 31, 2021
Verified Purchase

Top reviews from other countries

Julio Perez Olvera
5.0 out of 5 stars One of the best books on the topic, it has a solid theory content and also practical exercises
Reviewed in the United Kingdom on October 4, 2020
Verified Purchase
5.0 out of 5 stars Perfect
Reviewed in Italy on October 17, 2020
Verified Purchase