Applied Machine Learning With Python - Brossura

Giussani, Andrea

 
9788831322041: Applied Machine Learning With Python
Brossura
ISBN 10: 8831322044 ISBN 13: 9788831322041
Casa editrice: Bocconi Univ Pr, 2020

Sinossi

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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Informazioni sull?autore

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.

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Editore
Bocconi Univ Pr
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
8831322044
ISBN 13 
9788831322041
Rilegatura
Copertina flessibile
Numero di pagine
182
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Germania

Altre edizioni note dello stesso titolo

9788899902650: Applied machine learning with Python

Edizione in evidenza

ISBN 10:  8899902658 ISBN 13:  9788899902650
Casa editrice: Bocconi University Press, 2020
Brossura