Python: No prior experience Mathematics: School-level mathematics Ultimate goal: Understand neural networks deeply, read research papers, reproduce experiments, and eventually conduct independent ...

Expert level in 2D means feel and pixels are measured, not eyeballed: a jump has a height in tiles and a coyote window in ticks, a camera has a lag in pixels, a pixel-art screen has an integer factor ...