(See https://python.cogsci.nl for code and written tutorials.) This is the first of a series of video tutorials about deep learning with Keras in Python. Here I introduce the basic concepts and terminology related to deep learning. I also describe how artificial neural networks compare to biological neural networks, such as our brains. Finally, I introduce TensorFlow and Keras, the Python libraries that we will use in later tutorials.