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Thoughtful machine learning with Python : a test-driven approach /
| Main Author: | |
|---|---|
| Format: | Printed Book |
| Language: | English |
| Edition: | First edition. |
| Subjects: |
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.