Machine Learning Models Algorithms

There are three types:

Supervised Learning

eg. Regression, Decision Tree, Random Forest, KNN, Logistic Regression

Unsupervised Learning

eg. Apriori algorithm, K-means

Reinforcement Learning

eg. Markov Decision Process

List of Common Machine Learning Algorithms

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