What You'll Learn
- Understand the mathematics behind Machine Learning,linear and logistic regressions in Python,cluster and factor analysis,Learn how to pre-process data,Machine Learning algorithms in Python/ using NumPy/ statsmodels and scikit-learn,Apply your skills to real-life business cases,Improve Machine Learning algorithms by studying underfitting/ overfitting/ training/ validation/n-fold cross validation/ testing and how hyperparameters could improve performance
Course Content
Preview Videos
Final Project
Predicting Car Purchase Amount
Build a supervised regression model to predict a customer's Car Purchase Amount using demographic and financial features