MLE-Flashcards

Why we included this project

These 250+ flashcards come from a practicing ML researcher who made them for his own exam prep and reference, and that practical intent shows. The cards cover computer science fundamentals, classical ML, modern deep learning, 2D/3D computer vision, NLP, reinforcement learning, and generative models like LLMs and VLMs. They assume you already have a solid grasp of the basics, so they work best as a review layer: skim a card, spot the gaps, and go fill them. Newer learners can use the deck to see what the field contains, but they will probably want a proper course alongside. Recent updates added RL, NeRFs, gaussian splatting, and multimodal topics, so the set stays reasonably current without claiming to be the final word.