Essentials of Machine Learning

Commonly Used Machine Learning Algorithms | Data ScienceAnalytics Vidhya

1. Linear Regression

2. Logistic Regression

3. Decision Tree

4. SVM

5. Naive Bayes

6. kNN

7. K-Means

8. Random Forest

9. Dimensionality Reduction Algorithms

10. Gradient Boosting algorithms

    1. GBM

    2. XGBoost

    3. LightGBM

    4. CatBoost