The course is created to explore the building blocks of convolutional neural networks using Python in Jupyter Notebooks environment. It starts with connecting to a laptop webcam using OpenCV. In the next lessons, Numba-CUDA kernels are introduced for fast convolution calculations.

Docker container extending open source collaborative platform for computation and editing (CoCalc) with GPU support (CUDA) and libraries for machine learning.