Tuesday, June 28, 2022

Machine Learning Notes with R studio

 There are 4 types of machine learning algorithms:


1. Supervised (where the data is labeled outputs are categorical and regression--->numerical values)

2. Unsupervised (unlabeled data and to detect the structure of the input, and categorized as an output)

i.clustering

ii. dimension reduction (NMF, PCA..)

3. Semi-supervised (unsupervised techniques first later supervised methods on the same input)

4. Reinforcement learning (a method that uses feedback from operating in a real or synthetic environment.