The FAQ answers this: " What background knowledge is necessary? Programming (expected): intermediate Python programming skills: work effectively with loops, c

The FAQ answers this: " What background knowledge is necessary? Programming (expected): intermediate Python programming skills: work effectively with loops, control flows, data structures, files, functions and OO programming. Prior experience with PyData libraries is also recommended (e.g. Numpy, Pandas, Matplotlib)Mathematics (recommended): Matrix vector operations and notation. Machine Learning (recommended): understand how to frame a machine learning problem including how data is represented, how models are evaluated on the task and against each other, and how to optimize model performance for the best evaluation."