Statistical inference for data science

Course overview

This is a companion book to the Coursera Statistical Inference class as part of the Data Science Specialization

12 chapters
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The Book

Statistical inference for data science12 chapters

Begin
  1. 1. Introduction

  2. 2. Probability

  3. 3. Conditional probability

  4. 4. Expected values

  5. 5. Variation

  6. 6. Some common distributions

  7. 7. Asymptopia

  8. 8. t Confidence intervals

  9. 9. Hypothesis testing

  10. 10. P-values

  11. 11. Power

  12. 12. The bootstrap and resampling