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Thoughtful Machine Learning with Python - by Matthew Kirk (Paperback)
$42.99 when purchased online
Target Online store #3991
About this item
Highlights
- Gain the confidence you need to apply machine learning in your daily work.
- Author(s): Matthew Kirk
- 218 Pages
- Computers + Internet, Programming Languages
Description
Book Synopsis
Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.
Featuring graphs and highlighted code examples throughout, the book features tests with Python's Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you're a software engineer or business analyst interested in data science, this book will help you:
- Reference real-world examples to test each algorithm through engaging, hands-on exercises
- Apply test-driven development (TDD) to write and run tests before you start coding
- Explore techniques for improving your machine-learning models with data extraction and feature development
- Watch out for the risks of machine learning, such as underfitting or overfitting data
- Work with K-Nearest Neighbors, neural networks, clustering, and other algorithms
Dimensions (Overall): 9.19 Inches (H) x 7.0 Inches (W) x .46 Inches (D)
Weight: .79 Pounds
Suggested Age: 22 Years and Up
Sub-Genre: Programming Languages
Genre: Computers + Internet
Number of Pages: 218
Publisher: O'Reilly Media
Theme: Python
Format: Paperback
Author: Matthew Kirk
Language: English
Street Date: February 21, 2017
TCIN: 1003036050
UPC: 9781491924136
Item Number (DPCI): 247-23-6950
Origin: Made in the USA or Imported
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Shipping details
Estimated ship dimensions: 0.46 inches length x 7 inches width x 9.19 inches height
Estimated ship weight: 0.79 pounds
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