Introduction to course
Introduction to MATLAB
Section introduction
Importing the data into MATLAB
Handling missing data (part 1)
Handling missing data (part 2)
Feature scaling
Outliers (part 1)
Outliers (part 2)
Dealing with categorical data (part 1)
Dealing with categorical data (part 2)
Your data preprocessing template
KNN intuition
KNN in MATLAB (part 1)
KNN in MATLAB (part 2)
Visualizing the decision boundaries of KNN
Explaining the code of visualization
Here is our classification template
Customization options (part 1)
Customization options (part 2)
Intuition of Naive Bayesain (part 1)
Intuition of Naive Bayesian (part 2)
Naive Bayesian in Matlab
Customization options of Naive Bayesian In MATLAB
Decision trees intuition
Decision tree in MATLAB
Visualizing the decision tree using the view function
Customization options for decision trees
SVM intuition (part 1)
Kernel SVM intuition
SVM in MATLAB
Customization options for SVM
