Read Thoughtful Machine Learning: A Test-Driven Approach

Thoughtful Machine Learning: A Test-Driven Approach

Matthew Kirk

4.9/5 (12390 ratings)

Description:Learn how to apply test-driven development (TDD) to machine-learning algorithms--and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers and Neural Networks.Machine-learning algorithms often have tests baked in, but they can't account for human errors in coding. Rather than blindly rely on machine-learning results as many researchers have, you can mitigate the risk of errors with TDD and write clean, stable machine-learning code. If you're familiar with Ruby 2.1, you're ready to start.Apply TDD to write and run tests before you start codingLearn the best uses and tradeoffs of eight machine learning algorithmsUse real-world examples to test each algorithm through engaging, hands-on exercisesUnderstand the similarities between TDD and the scientific method for validating solutionsBe aware of the risks of machine learning, such as underfitting and overfitting dataExplore techniques for improving your machine-learning models or data extractionWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Thoughtful Machine Learning: A Test-Driven Approach. To get started finding Thoughtful Machine Learning: A Test-Driven Approach, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Pages: —

Format: PDF, EPUB & Kindle Edition

Publisher: —

Release: —

ISBN: 1449374069

Description: Learn how to apply test-driven development (TDD) to machine-learning algorithms--and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers and Neural Networks.Machine-learning algorithms often have tests baked in, but they can't account for human errors in coding. Rather than blindly rely on machine-learning results as many researchers have, you can mitigate the risk of errors with TDD and write clean, stable machine-learning code. If you're familiar with Ruby 2.1, you're ready to start.Apply TDD to write and run tests before you start codingLearn the best uses and tradeoffs of eight machine learning algorithmsUse real-world examples to test each algorithm through engaging, hands-on exercisesUnderstand the similarities between TDD and the scientific method for validating solutionsBe aware of the risks of machine learning, such as underfitting and overfitting dataExplore techniques for improving your machine-learning models or data extractionWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Thoughtful Machine Learning: A Test-Driven Approach. To get started finding Thoughtful Machine Learning: A Test-Driven Approach, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Special Offer | $0.00

Special Offer! | $0.00

Thoughtful Machine Learning: A Test-Driven Approach

Thoughtful Machine Learning: A Test-Driven Approach

More Books

Thoughtful Machine Learning with Python: A Test-Driven Approach

Thoughtful Machine Learning with Python: A Test-Driven Approach

[Thoughtful Machine Learning: A Test-Driven Approach] [By: Kirk, Matthew] [October, 2014]

[Thoughtful Machine Learning: A Test-Driven Approach] [By: Kirk, Matthew] [October, 2014]

Day of Fury

Day of Fury

The Ambrose J. and Vivian T. Seagrave Museum of 20th Century American Art

The Ambrose J. and Vivian T. Seagrave Museum of 20th Century American Art

The Wild Hunt (Claw #3)

The Wild Hunt (Claw #3)

Marvel Comics #1000

Marvel Comics #1000

Vengeance Road (Claw #2)

Vengeance Road (Claw #2)

Ugly Babies

Ugly Babies

Light without Heat: Stories

Light without Heat: Stories