Andrew Ng's popular Machine Learning course goes over most of the topics in the slides: https://www.coursera.org/learn/machine-learning

Linear and logistic regression, gradient descent, clustering, support vector machines, bias and variance (one of the slides was taken from the course), neural networks, etc...