A collection of exercises and solutions for learning deep learning with TensorFlow 2 and Keras. The course covers neural networks including multilayer perceptrons, convolutional networks, recurrent networks, and autoencoders. Materials are designed to run on Google Colab, Binder, and Deepnote.