Items related to Applied Machine Learning with Python

Applied Machine Learning with Python - Softcover

Giussani, Andrea

 
9788831322041: Applied Machine Learning with Python
Softcover
ISBN 10: 8831322044 ISBN 13: 9788831322041
Publisher: EGEA Spa - Bocconi University Press, 2020

Synopsis

If you are looking for an engaging book, rich in learning features, which will guide you through the field of Machine Learning, this is it. This book is a modern, concise guide of the topic. It focuses on current ensemble and boosting methods, highlighting contemporray techniques such as XGBoost (2016), Shap (2017) and CatBoost (2018), which are considered novel and cutting edge models for dealing with supervised learning methods. The author goes beyond the simple bag-of-words schema in Natural Language Processing, and describes the modern embedding framework, starting from the Word2Vec, in details. Finally the volume is uniquely identified by the book-specific software egeaML, which is a good companion to implement the proposed Machine Learning methodologies in Python.

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About the Author

Andrea Giussani is an Academic Fellow in Computer Science at Bocconi University. He holds a PhD in Statistics, and he has published in several peer-reviewed journals.

"About this title" may belong to another edition of this title.

Publisher
EGEA Spa - Bocconi University Press
Publication date
2020
Language
English
ISBN 10 
8831322044
ISBN 13 
9788831322041
Binding
Paperback
Number of pages
200