Product Description
The Art of Feature Engineering
Essentials for Machine Learning
A practical guide for data scientists who want to improve the performance of any machine learning solution with feature engineering.
Pablo Duboue (Author)
9781108709385, Cambridge University Press
Paperback, published 25 June 2020
284 pages
22.8 x 15.2 x 1.6 cm, 0.42 kg
'This book provides a large catalogue of feature manipulation techniques along with non-trivial examples to illustrate their applicability and impact on performance. It could be suitable as a textbook for an upper level undergrad or graduate text mining or multimodal data analysis class. Recent graduates starting in field data mining and text analysis will find this a useful text.' Wlodek Zadrozny, University of North Carolina
When machine learning engineers work with data sets, they may find the results aren't as good as they need. Instead of improving the model or collecting more data, they can use the feature engineering process]
The Art of Feature Engineering Duboue Paperback Cambridge University Press
The Art of Feature Engineering
Essentials for Machine Learning
A practical guide for data scientists who want to improve the performance of any machine learning solution with feature engineering.
Pablo Duboue (Author)
9781108709385, Cambridge University Press
Paperback, published 25 June 2020
284 pages
22.8 x 15.2 x 1.6 cm, 0.42 kg
'This book provides a large catalogue of feature manipulation techniques along with non-trivial examples to illustrate their applicability and impact on performance. It could be suitable as a textbook for an upper level undergrad or graduate text mining or multimodal data analysis class. Recent graduates starting in field data mining and text analysis will find this a useful text.' Wlodek Zadrozny, University of North Carolina
When machine learning engineers work with data sets, they may find the results aren't as good as they need. Instead of improving the model or collecting more data, they can use the feature engineering process]
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