Uploaded May 2021 | Updated September 2026, 2 weeks ago
(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.
(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.






![Visual debugging in Python with PDB and Rapunzel
[https://www.buymeacoffee.com/cogsci] In this video, I show how to use PDB, the standard Python Debugger, and Rapunzel, a code editor, for visual debugging. This allows you to inspect the state of your code after it has crashed (post-mortem debugging) or when it has paused at a breakpoint. See also: https://rapunzel.cogsci.nl/ Visual debugging in Python with PDB and Rapunzel](https://i.ytimg.com/vi/t8wo4dTkUJA/mqdefault.jpg)



