November 2020
Beginner
392 pages
8h 16m
English
Content preview from Essential Statistics for Non-STEM Data Analysts
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Section 3: Statistics for Machine Learning
Section 3 introduces two statistical learning categories: regression and classification. Concepts in machine learning are introduced. Statistics with respect to learning models are developed and examined. Methods such as boosting and bagging are explained.
This section consists of the following chapters:
- Chapter 8, Statistics for Regression
- Chapter 9, Statistics for Classification
- Chapter 10, Statistics for Tree-Based Methods
- Chapter 11, Statistics for Ensemble Methods
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