Machine Learning Mini Projects

Description

These repo consists of mini projects that focus on the fundamentals of machine learning.

Technologies

seaborn for visualization
matplotlib for visualization
pandas for data manipulations
numpy for numeric compuptations
sklearn for machine learning models

Projects

  1. Linear Regression
  2. Gradient Descent
  3. Saving Model
  4. Labelling
  5. train_test_split
  6. Logistic_Regression
  7. Support Vector Machine
  8. Decision_tree
  9. Random Forest
  10. K Fold Cross Validation
  11. K Means Clustering
  12. Naive Bayesian
  13. Hyper Parameter Tuning & Grid Search
  14. L1 & L2 Regularization
  15. K Nearest Neighbors