Data Science and Machine Learning
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Published By Chapman And Hall/CRC

9780367816971
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Decision Trees and Ensemble Methods

2019 ◽  
pp. 287-322
Author(s):  
Dirk P. Kroese ◽  
Zdravko I. Botev ◽  
Thomas Taimre ◽  
Radislav Vaisman
Keyword(s):  
Decision Trees ◽  
Ensemble Methods

Deep Learning

2019 ◽  
pp. 323-353
Author(s):  
Dirk P. Kroese ◽  
Zdravko I. Botev ◽  
Thomas Taimre ◽  
Radislav Vaisman
Keyword(s):  
Deep Learning

Regularization and Kernel Methods

2019 ◽  
pp. 215-250
Author(s):  
Dirk P. Kroese ◽  
Zdravko I. Botev ◽  
Thomas Taimre ◽  
Radislav Vaisman
Keyword(s):  
Kernel Methods

Statistical Learning

2019 ◽  
pp. 19-65
Author(s):  
Dirk P. Kroese ◽  
Zdravko I. Botev ◽  
Thomas Taimre ◽  
Radislav Vaisman
Keyword(s):  
Statistical Learning

Importing, Summarizing, and Visualizing Data

2019 ◽  
pp. 1-18
Author(s):  
Dirk P. Kroese ◽  
Zdravko I. Botev ◽  
Thomas Taimre ◽  
Radislav Vaisman

Classification

2019 ◽  
pp. 251-286
Author(s):  
Dirk P. Kroese ◽  
Zdravko I. Botev ◽  
Thomas Taimre ◽  
Radislav Vaisman

Regression

2019 ◽  
pp. 167-214
Author(s):  
Dirk P. Kroese ◽  
Zdravko I. Botev ◽  
Thomas Taimre ◽  
Radislav Vaisman

Monte Carlo Methods

2019 ◽  
pp. 67-119
Author(s):  
Dirk P. Kroese ◽  
Zdravko I. Botev ◽  
Thomas Taimre ◽  
Radislav Vaisman
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Methods

Unsupervised Learning

2019 ◽  
pp. 121-165
Author(s):  
Dirk P. Kroese ◽  
Zdravko I. Botev ◽  
Thomas Taimre ◽  
Radislav Vaisman
Keyword(s):  
Unsupervised Learning
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