Machine Learning with Python Cookbook (O'Reilly)
Wednesday, 10 October 2018

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including Pandas and Scikit-learn, author Chris Albon shows how to address specific problems such as loading data, handling text or numerical data, model selection, and dimensionality reduction and many other topics.

<ASIN:1491989386>

Each recipe includes code that you can copy and paste into a toy dataset to ensure that it actually works. From there, you can insert, combine, or adapt the code to help construct your application. Recipes also include a discussion that explains the solution and provides meaningful context.

Author: Chris Albon
Publisher: O'Reilly
Date: April 2018
Pages: 366
ISBN: 978-1491989388
Print: 1491989386
Kindle: B07BC3LFKT
Audience: Python developers
Level: Intermediate
Category: Artificial Intelligence and Python

 

 

  • Vectors, matrices, and arrays
  • Handling numerical and categorical data, text, images, and dates and times
  • Dimensionality reduction using feature extraction or feature selection
  • Model evaluation and selection
  • Linear and logical regression, trees and forests, and k-nearest neighbors
  • Support vector machines (SVM), naïve Bayes, clustering, and neural networks
  • Saving and loading trained models

For recommendations of Python books see Books for Pythonistas and Python Books For Beginners in our Programmer's Bookshelf section.

For more Book Watch just click.

Book Watch is I Programmer's listing of new books and is compiled using publishers' publicity material. It is not to be read as a review where we provide an independent assessment. Some, but by no means all, of the books in Book Watch are eventually reviewed.

To have new titles included in Book Watch contact  BookWatch@i-programmer.info

Follow @bookwatchiprog on Twitter or subscribe to I Programmer's Books RSS feed for each day's new addition to Book Watch and for new reviews.

 

 

Banner
 


The Fourth Industrial Revolution

Author: Klaus Schwab
Publisher: The Fourth Industrial Revolution
Pages: 198
ISBN: 978-1944835002
Print: 1944835008
Kindle: B01MSJM2TE
Audience: Everyone
Rating: 4.5
Reviewer: Ian Stirk

Our final selection from the book reviews of 2016 aims to be a primer on the fourth industrial revolu [ ... ]



Learn to Program with Scratch

Author: Majed Marji
Publisher: No Starch Press
Pages: 288
ISBN: 9781593275433
Print: 1593275439
Kindle: B00IE94WY4
Audience: Anyone who wants to learn programming as well as about Scratch
Rating: 5
Reviewer: Lucy Black

Scratch is such an easy language to learn, surely you can't really need a book [ ... ]


More Reviews