14 Lectures | 00:00
34 Lectures
What is Machine Learning?
Linear Regression
Linear Regression Quiz
Linear Regression Exercise
Linear Regression Multiple Variables
Linear Regression Multiple Variables Quiz
Linear Regression Multiple Variables Exercise
Gradient Descent and Cost Function
Gradient Descent and Cost Function Quiz
Gradient Descent and Cost Function Exercise
Save Model Using Joblib And Pickle
Dummy Variables & One Hot Encoding
Dummy variable & One hot encoding Quiz
Dummy Variables & One Hot Encoding Exercise
Training and Testing Data
Logistic Regression (Binary Classification)
Logistic Regression (Binary Classification) Quiz
Logistic Regression (Binary Classification) Exercise
Logistic Regression (Multiclass Classification)
Logistic Regression (Multiclass Classification) Exercise
Decision Tree
Decision Tree Exercise
Support Vector Machine
Support Vector Machine Quiz
Support Vector Machine Exercise
Random Forest
Random Forest Quiz
Random Forest Exercise
K Fold Cross Validation
K Fold Cross Validation Quiz
K Fold Cross Validation Exercise
K Means Clustering
K Means Clustering Quiz
K Means Clustering Exercise