| Machine Learning | Notes | Language |
|---|---|---|
| Decision Trees, Random Forests, and Gradient Boosting | w/ Cross Validation | Python |
| K-Means | Python | |
| KNN | w/ Grid Search for Hyperparamter Tuning | Python |
| Multilinear Regression | w/ Test, Train, Split & Cross Validation | Python |
| Naive Bayes and SVM | w/ cross vailidation | Python |
| Preprocessing | Python |
| Visualization | Dataset |
|---|---|
| Tableau | Immigration |
| Gephi | Grammar School Social Network |