How to use this trainer
Interview loops for ML engineer and data scientist roles almost always open with rapid definition questions: what is deep learning, what is backpropagation, why do we need activation functions. Drill the flashcards until every card is marked known, then take the ten-question quiz. Cards you mark as still learning are prioritized when you shuffle. Topics span neural network fundamentals, CNNs, RNNs and LSTMs, transformers and attention, regularization, and optimization.