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Introduction to Data Science @ Duke
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Table of contents
Welcome
Videos
1
Hello world
2
Exploring data
3
Data science ethics
4
Making rigorous conclusions
5
Looking further
Computing
Access
Troubleshooting
Sections
STA 198
STA 199 - Section 1
STA 199 - Section 2
STA 199 - Section 3
Additional resources
Tutorials
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Tutorials
Inference
Bootstrapping
Hypothesis testing
Inference with the Central Limit Theorem
Regression
Introduction to linear models
Regression diagnostics and predictions
Logistic regression
STA 199 - Section 3
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Tutorials
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