Introduction-to-Machine-Learning

this is the homepage for course Introduction to Machine Learning

Project 1

Housing prices prediction.

• Model selection: $f_{w,b}(x^{(i)}) = wx^{(i)} + b$
• Loss: $L(y_i,\ f_{w,b}(x_i)) = \frac{1}{2} (y_i - f_{w,b}(x_i))^2$
• Optimization: Batch/mini-Batch/Stochastic gradient decent
• Learning rate: to explore