CSE-411-Machine-Learning

Table of Contents

• Supervised Learning

  • Linear Regression
  • Logistic Regression
  • Decision Trees
  • Random Forest
  • Support Vector Machines (SVM)
  • Naive Bayes
  • K-Nearest Neighbors (KNN)
  • Gradient Boosting

• Unsupervised Learning

  • K-Means Clustering
  • DBSCAN

• Ensemble Methods

  • Bagging
  • Boosting