Thoughtful Machine Learning with Python: A Test-Driven Approach

Thoughtful Machine Learning with Python: A Test-Driven Approach Front Cover
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2017-02-04
214 pages

Book Description

By teaching you how to code machine-learning using a test-driven approach, this practical book helps you gain the confidence you need to use effectively in a business environment.

You’ll learn how to dissect algorithms at a granular level, using various tests, and discover a framework for machine learning code. The author provides real-world examples to demonstrate the results of using machine-learning code effectively.

Featuring and highlighted code throughout, Thoughtful Machine Learning with Python guides you through the process of writing problem-solving code, and in the process teaches you how to approach problems through deduction and clever algorithms.

Table of Contents

Chapter 1. Probably Approximately Correct
Chapter 2. A Quick Introduction to Machine Learning
Chapter 3. K-Nearest Neighbors
Chapter 4. Naive Bayesian Classification

Book Details

  • Title: Thoughtful Machine Learning with Python: A Test-Driven Approach
  • Author:
  • Length: 214 pages
  • Edition: 1
  • Language: English
  • Publisher:
  • Publication Date: 2017-02-04
  • ISBN-10: 1491924136
  • ISBN-13: 9781491924136
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