Fundamentals of Data Science Part III: Machine Learning
Language: English
Published by Cayenne Canyon Press 2022-04-29, 2022
- Softcover
- New
Seller: Chiron Media, Wallingford, United KingdomChiron Media
AbeBooks seller since August 2, 2010
Condition: New
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Seller Inventory # 6666-IUK-9781941043134
- Title
- Fundamentals of Data Science Part III: Machine Learning
- Author
- Jared M. Maruskin
- Publisher
- Cayenne Canyon Press 2022-04-29
- Publication year
- 2022
- Condition
- New
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1941043135
- ISBN 13
- 9781941043134
In Part III of this series, we cover the fundamentals of machine learning, focusing on:
- validation methodology (reprint)
- nearest neighbor, k-means, support vector machines, principal component analysis
- tree-based methods: decision trees, bagging, random forest, boosting, XGBoost
- artificial neural networks and deep learning
- reinforcement learning
The focus is on algorithmic development and programming. We code each technique from scratch in Python, using an object-oriented approach.
"Synopsis" may belong to another edition of this title.
Chiron Media
Wallingford, United Kingdom
AbeBooks seller since August 2, 2010
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