A groundbreaking 1986 technique called backpropagation revolutionized artificial intelligence, enabling computers to learn ...
Part 2. Why the unit of analysis in modern AI isn't the model it's the algorithm migrating underneath it. In Part 1, I traced a seventy-year migration: performance moving downward through the stack ...
The course provide an introduction to the theory behind key machine learning algorithms used in image analysis. Furthermore, selected methods and tools for deep learning are described.