Machine Learning Algorithms

There are three types of Machine Learning Algorithms.

  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning

Supervised Learning:


Unsupervised Learning:


Reinforcement Learning:

Commonly used 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