{"version":"1.1.0","chapters":[{"startTime":250.0,"title":"The two tasks of supervised learning: regression and classification"},{"startTime":277.0,"title":"Regression: predicting a continuous value "},{"startTime":462.0,"title":"So how do we solve these problems?"},{"startTime":483.0,"title":"Linear regression (ordinary least squares)"},{"startTime":799.0,"title":"Gradient descent: learn the parameters"},{"startTime":1013.0,"title":"Overfitting"},{"startTime":1280.0,"title":"Woo! We made it"}]}