/RLABS_ML

These labs were the part of the ML course I took at college.

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RLABS_ML

These labs were the part of the ML course I took at college. All the labs are supposed to demonstrate particular concept of Statistical Analysis.

Index

  1. Knn classifier on Carseats dataset.
  2. Regression on covid_19_data
  3. Logistic Regression and kfold cross-validation on covid_19_data
  4. Linear Discriminant analysis on patients_data.csv
  5. Ridge, Lasso and Bootstrapping on covid_19_data
  6. Ridge vs Lasso on covid_19_data
  7. SVM(support vector machines) on covid_19_data
  8. SVM(support vector machines) and parameter tuning on covid_19_data
  9. Decison trees, Random Forest, Bagging on wage Dataset
  10. splines on Wage dataset
  11. Assignment Character Classifer of first and last alphabet of your name K and N in my case.