Shop all O'Reilly Media

Machine Learning with Python Cookbook - 2nd Edition by Kyle Gallatin & Chris Albon (Paperback)

Name: Machine Learning with Python Cookbook - 2nd Edition by Kyle Gallatin & Chris Albon (Paperback)
Brand: O'Reilly Media
SKU: 88951979
Price: 44.49 USD
Availability: InStock

$44.49Save $35.50 (44% off)

In Stock

Free & easy returns

Return this item by mail or in store within 90 days for a full refund.

Eligible for registries and wish lists

Save 5% every day

With Target Circle™ Card (restrictions apply)

About this item

Details

Highlights

This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work.
Author(s): Kyle Gallatin & Chris Albon
413 Pages
Computers, Data Science

Description

About the Book

This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems, from loading data to training models and leveraging neural networks. Each recipe in this updated edition includes code that you can copy, paste, and run with a toy dataset to ensure that it works. From there, you can adapt these recipes according to your use case or application. Recipes include a discussion that explains the solution and provides meaningful context. Go beyond theory and concepts by learning the nuts and bolts you need to construct working machine learning applications.

Book Synopsis

Each recipe in this updated edition includes code that you can copy, paste, and run with a toy dataset to ensure that it works. From there, you can adapt these recipes according to your use case or application. Recipes include a discussion that explains the solution and provides meaningful context.

Go beyond theory and concepts by learning the nuts and bolts you need to construct working machine learning applications. You'll find recipes for:

Vectors, matrices, and arrays
Working with data from CSV, JSON, SQL, databases, cloud storage, and other sources
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
Supporting vector machines (SVM), naäve Bayes, clustering, and tree-based models
Saving, loading, and serving trained models from multiple frameworks

Specifications

Dimensions (Overall): 9.19 Inches (H) x 7.0 Inches (W) x .85 Inches (D)

Weight: 1.45 Pounds

Suggested Age: 22 Years and Up

Number of Pages: 413

Genre: Computers

Sub-Genre: Data Science

Publisher: O'Reilly Media

Theme: Machine Learning

Format: Paperback

Author: Kyle Gallatin & Chris Albon

Language: English

Street Date: September 5, 2023

TCIN: 88951979

UPC: 9781098135720

Item Number (DPCI): 247-56-1749

Origin: Made in the USA or Imported

If the item details aren’t accurate or complete, we want to know about it.

Shipping & Returns

Shipping details

Estimated ship dimensions: 0.85 inches length x 7 inches width x 9.19 inches height

Estimated ship weight: 1.45 pounds

We regret that this item cannot be shipped to PO Boxes.

This item cannot be shipped to the following locations: American Samoa (see also separate entry under AS), Guam (see also separate entry under GU), Northern Mariana Islands, Puerto Rico (see also separate entry under PR), United States Minor Outlying Islands, Virgin Islands, U.S., APO/FPO, Alaska, Hawaii

Return details

This item can be returned to any Target store or Target.com.

This item must be returned within 90 days of the date it was purchased in store, delivered to the guest, delivered by a Shipt shopper, or picked up by the guest.

See the return policy for complete information.

Q&A

Machine Learning with Python Cookbook - 2nd Edition by Kyle Gallatin & Chris Albon (Paperback)

About this item

Details

Highlights

Description

Specifications

Shipping & Returns

Shipping details

Return details

Q&A

Discover more options

Frequently bought together

Best-selling All Book Genres

Related Categories

Get top deals, latest trends, and more.

About this item

Details

Highlights

Description

Specifications

Shipping & Returns

Shipping details

Return details

Q&A

Discover more options

Frequently bought together

Best-selling All Book Genres

Related Categories

Machine Learning with Python Cookbook - 2nd Edition by Kyle Gallatin & Chris Albon (Paperback)

About this item

Details

Highlights

Description

Specifications

Shipping & Returns

Shipping details

Return details

Q&A

Additional product information and recommendations

Discover more options

Frequently bought together

Best-selling All Book Genres

Related Categories

Get top deals, latest trends, and more.

About this item

Details

Highlights

Description

Specifications

Shipping & Returns

Shipping details

Return details

Q&A

Discover more options

Frequently bought together

Best-selling All Book Genres

Related Categories