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Elements of Data Science

Elements of Data Science

Chapters

1. Variables and Values
2. Times and Places
3. Lists and Arrays
4. Loops and Files
5. Dictionaries
6. Plotting
7. DataFrames and Series
8. Distributions
9. Relationships
10. Regression
11. Resampling
12. Bootstrap Sampling
13. Hypothesis Testing
14. Further Reading

Examples

Resampling and Logistic Regression
Never Test for Normality

Index

By Allen B. Downey

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