Course

Machine learning At a Glance

Chapter 1 The Big picture

1.1 So what is ‘learning’? (1)

1.2 So what is ‘learning’? (2)

1.3 A.I. / machine learning / deep learning

1.4 Regression / classification, supervised / unsupervised learning

1.5 Pop quiz!

Chapter 2 Algorithms

2.1 Linear regression

2.2 Logistic regression

2.3 Softmax

2.4 Neural network (1)

2.5 Neural network (2)

2.6 Overfitting, regularization

2.7 Support vector machine

2.8 K-means

2.9 Pop quiz!