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Product details:
- ISBN-10 : 1351647717
- ISBN-13 : 9781351647717
- Author : Jesus Rogel-Salazar
Table of contents:
1 Trials and Tribulations of a Data Scientist
2 Python: For Something Completely Different
3 The Machine that Goes “Ping”: Machine Learning and Pattern Recognition
4 The Relationship Conundrum: Regression
5 Jackalopes and Hares: Clustering
6 Unicorns and Horses: Classification
7 Decisions, Decisions: Hierarchical Clustering, Decision Trees and Ensemble Techniques
8 Less is More: Dimensionality Reduction
9 Kernel Tricks up the Sleeve: Support Vector Machines
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