NOTE : I made new repository and uploaded my few assignments as previously my assignments were associated with the university and were in the private mode
- NumPy
- Pandas
- Scikit-learn
- Seaborn
- matplotlib
- SciPy
- Plotly
- Linear Regression
- Logistic Regression
- Classification
- Regularization
- Ridge Regression
- K-Fold Cross Validation
- Random Forest
- Grid Search
- Hyperparameter Tuning
- Multi-collinearity
- VIF factor
- Tolerance factor
- Step-wise Regression
- AUC, R-squared, Adjusted R-squared,AIC , BIC , p-value , z score
- ROC curve
- SVM algorithm
- KNN algorithm
- Various kinds of 3d- Projections
- Tuning of parameters and finding the best hyper parameters