Essentials of Machine Learning

  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

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