Materials for two short hands-on introduction lectures to Machine Learning Open in colab: Part 1 Part 2 a pytorch tutorial can be found here. The relevant parts are "Warm-up: Numpy", "Pytorch: Tensors", "PyTorch: nn" and "PyTorch: optim".