- Getting around
- Data science and the nature of data
- Plotting
- Descriptive Stats
- Measures of association
- Clustering
- KNN classification
- KNN regression
- Simple linear regression
- Multiple linear regression
- Logistic regression
- N/A: Lasso
- Decision trees
- Regression trees
- Random forests
- N/A: Gradient boosting
- N/A: Support vector machines
- N/A: Naive Bayes
- Crossvalidation
- Data cleaning
-
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