Test-Driven Machine Learning. Control your machine learning algorithms using test-driven development to achieve quantifiable milestones - Helion
ebook
Autor: Joshua Burkhow, Justin Bozonier, Stefano PaluelloTytuł oryginału: Test-Driven Machine Learning. Control your machine learning algorithms using test-driven development to achieve quantifiable milestones
ISBN: 9781784396367
stron: 190, Format: ebook
Data wydania: 2015-11-27
Księgarnia: Helion
Cena książki: 79,90 zł
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Spis treści
Test-Driven Machine Learning. Control your machine learning algorithms using test-driven development to achieve quantifiable milestones eBook -- spis treści
- 1. Introduction to Test Driving Machine Learning
- 2. Neurotically test a neural network
- 3. Exploring the unknown with multi-armed bandits
- 4. Predicting values with regression
- 5. Making decisions black and white with logistic regression
- 6. Naïvely labeling with Naïve Bayes Classification
- 7. Optimizing by choosing a new algorithm (Random Forest)
- 8. Exploring SciKit-Learn test first
- 9. Bringing it all together