Practical Statistics for Data Scientists
by Andrew Bruce, Peter Bruce
Practical Statistics for Data Scientists
- Preface
- 1. Exploratory Data Analysis
- 2. Data and Sampling Distributions
- 3. Statistical Experiments and Significance Testing
- 4. Regression and Prediction
- 5. Classification
- 6. Statistical Machine Learning
- 7. Unsupervised Learning
- Bibliography
- Index
Practical Statistics for Data Scientists
50 Essential Concepts
Peter Bruce and Andrew Bruce
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