About this Course
1 The Purpose of Data Science
2 Translating Questions to Data Science Questions
- 2.0.1 A real example
- 2.0.2 Slides and Video
3 Do I Have The Data I Need?
4 Descriptive Analysis
5 Exploratory Analysis
- 5.0.1 General principles of exploratory analysis
- 5.0.2 Slides and Video
6 Inference: Overview
7 Inference: Linear Regression
8 Inference: Multiple Regression
9 Inference: Examples
10 Inference: Practice
11 Prediction and Machine Learning
12 Data Analysis Workflow
13 Data Analysis Pipelines
14 Final Project
- 14.0.1 Slides
15 Final Project Exercise
16 References
About the Authors

09: Data Analysis

Chapter 16 References

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