Hands-On Ensemble Learning with Python: Build highly optimized ensemble machine learning models using scikit-learn and Keras
Author:   George Kyriakides ,  Konstantinos G. Margaritis
Publisher:   Packt Publishing Limited
ISBN:  

9781789612851


Pages:   298
Publication Date:   19 July 2019
Format:   Paperback
Availability:   Available To Order   Availability explained
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Hands-On Ensemble Learning with Python: Build highly optimized ensemble machine learning models using scikit-learn and Keras


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Author:   George Kyriakides ,  Konstantinos G. Margaritis
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781789612851


ISBN 10:   1789612853
Pages:   298
Publication Date:   19 July 2019
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents A Machine Learning Refresher Getting Started with Ensemble Learning Voting Stacking Bagging Boosting Random Forests Clustering Classifying Fraudulent Transactions Predicting Bitcoin Prices Evaluating Twitters Sentiment Recommending Movies with Keras Clustering Application: World Happiness

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Author Information

George Kyriakides is a Ph.D. researcher, studying distributed neural architecture search. His interests and experience include automated generation and optimization of predictive models for a wide array of applications, such as image recognition, time series analysis, and financial applications. He holds an M.Sc. in computational methods and applications, and a B.Sc. in applied informatics, both from the University of Macedonia, Thessaloniki, Greece. Konstantinos G. Margaritis has been a teacher and researcher in computer science for more than 30 years. His research interests include parallel and distributed computing as well as computational intelligence and machine learning. He holds an M.Eng. in electrical engineering (Aristotle University of Thessaloniki, Greece), as well as an M.Sc. and a Ph.D. in computer science (Loughborough University, UK). He is a professor at the Department of Applied Informatics, University of Macedonia, Thessaloniki, Greece.

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