Machine Learning

Machine Learning Notes and Code for Algorithms

NOTE : For best viewing of code, fork/clone and open in R-studio

1. Supervised Learning
   1. Regression
      1. Linear Regression
         • i. Simple Linear Regression
         • ii. Multi Linear Regression
         • iii. Polynomial Regression
   2. Classification
      1. Logistic Regression
      2. Decision Trees
2. Unsupervised Learning
   1. Clustering
      • a. K-Means Clustering
      • b. Hierarchical Clustering
      • c. Association Rule Learning
        • i. Apriori
        • ii. Eclat
3. Reinforcement Learning