Today's Progress: Learned data preprocessing.
Thoughts: Simple stuff which is really important.
Link of Work: Commit
Today's Progress: Learned simple linear regression.
Thoughts: -
Link of Work: Commit
Today's Progress: Learned multiple linear regression and backward elimination method.
Thoughts: -
Link of Work: Commit
Today's Progress: Learned polynomial regression.
Thoughts: -
Link of Work: Commit
Today's Progress: Learned support vector regression.
Thoughts: -
Link of Work: Commit
Today's Progress: Learned decision tree regression and concept of bias and variance
Thoughts: Best explanation I could find for regression trees https://www.youtube.com/watch?v=g9c66TUylZ4
Today's Progress: Learned random forest regression
Thoughts: -
Today's Progress: Learned logistic regression and visualize it using confusion matrix
Thoughts: -
Today's Progress: Learned k-nearest neighbors and to calculate euclidean distance
Thoughts: -
Today's Progress: Learned support vector machine using different types of kernel and mapping in higher dimension
Thoughts: -
Today's Progress: Learned bayes theorem and naive bayes
Thoughts: -
Today's Progress: Learned decision tree classification Thoughts: -
Today's Progress: Learned random forest classification
Thoughts: -
Today's Progress: Learned to evaluate classification model performance
Thoughts: -