Thoughtful machine learning with Python: a test-driven approach [First edition] 9781491924136, 0881925861, 1491924136

By teaching you how to code machine-learning algorithms using a test-driven approach, this practical book helps you gain

276 3 3MB

English Pages xii, 201 pages: illustrations; 24 cm Year 2017

Table of contents :
Probably approximately correct software --
A quick introduction to machine learning --
K-nearest neighbors --
Naive Bayesian classification --
Decision trees and random forests --
Hidden Markov models --
Support vector machines --
Neural networks --
Clustering --
Improving models and data extraction --
Putting it together: conclusion.

Thoughtful machine learning with Python: a test-driven approach [First edition]
9781491924136, 0881925861, 1491924136

Author / Uploaded
Kirk
Matthew

0 0 0
Like this paper and download? You can publish your own PDF file online for free in a few minutes! Sign Up

Recommend Papers

Thoughtful machine learning with Python: a test-driven approach [First edition] 9781491924136, 1601601611, 1491924136

By teaching you how to code machine-learning algorithms using a test-driven approach, this practical book helps you gain

302 4 8MB Read more

Thoughtful Machine Learning: A Test-Driven Approach [First edition, October 2014] 9781449374068, 1449374069

Learn how to apply test-driven development (TDD) to machine-learning algorithms--and catch mistakes that could sink your

286 73 19MB Read more

Thoughtful Machine Learning: A Test-Driven Approach [First edition, October 2014] 9781449374068, 1449374069

Learn how to apply test-driven development (TDD) to machine-learning algorithms--and catch mistakes that could sink your

286 27 6MB Read more

Thoughtful Machine Learning: A Test-Driven Approach [First edition, October 2014] 9781449374068, 1449374069

Learn how to apply test-driven development (TDD) to machine-learning algorithms--and catch mistakes that could sink your

279 82 19MB Read more

Thoughtful Machine Learning: A Test-Driven Approach 9781449374068, 1449374069

Learn how to apply test-driven development (TDD) to machine-learning algorithms--and catch mistakes that could sink your

348 59 3MB Read more

Machine Learning with Python: A Practical Beginners’ Guide (Machine Learning with Python for Beginners Book 2)

Ready to add Machine Learning to your skill stack? As the second title in the Machine Learning From Scratch series, this

282 111 2MB Read more

Machine Learning with Python 1824213629

1,148 146 3MB Read more

Machine Learning Engineering with Python [Second Edition] 9781837631964

Transform your machine learning projects into successful deployments with this practical guide on how to build and scale

111 83 19MB Read more

Machine Learning with Python 9789386551931, 9386551934

Develop and Implement your own Machine Learning Models to solve real-world problemsKey Features• Introduction to Machine

122 85 2MB Read more

Hacker’s Guide to Machine Learning with Python

1,083 139 17MB Read more