session-links.md

layout	title
default	Session links

Session Links

Welcome

• Welcome
• Continous feedback form

Statistical theory and concepts

• Statistical theory and concepts
• Confidence intervals
• Hypothesis tests
• Statistical theory and concepts: exercises Rmd html
• Dice experiment
• Presentation: Multiple testing

Regression I

• Simple linear regression
• Simple linear regression: pen and paper exercises

Regression II

• Multiple linear regression
• Multiple linear regression slides
• Multiple linear regression: extra exercises
• Advertising Data

Unsupervised learning: PCA and clustering

• Presentation: PCA.pdf
• Presentation: Linear_Clustering.pdf
• Lab: lab_PCA_Clustering.html
• Rmd: lab_PCA_Clustering.Rmd
• Data: cpm.csv
• Metadata: metadata.csv
• Lab: Exploratory_questions.pdf

What comes next & introduction to machine learning

• Regularization
• Intro to machine learning

Wrap-up session & feedback

• Feedback form

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