Flashcards

11,105 cards in 101 decks, written from the same source as the concepts. Space to flip, arrows to move, K and R to sort what you know from what you do not. Progress lives in your browser.

All decks 01Foundations 02Transformer Internals 03Training & Fine-Tuning 04Reinforcement Learning 05Inference, Systems & Hardware 06Applied LLM Engineering 07Reasoning, Evaluation & Safety 08Multimodal & Applications 09Classical ML & Statistical Learning 10Causal Inference & Experimentation 11Time Series & Forecasting 12Graphs, Recommenders & Structured Data 13Generative Modelling Beyond Transformers 14Efficiency, Compression & Edge AI 15Search & Information Retrieval 16Data & Feature Engineering 17MLOps & Platform Engineering 18Security, Privacy & Adversarial ML 19Governance, Risk & Responsible AI 20Human-AI Interaction, Product & Economics

Multimodal & Applications

Beyond text — vision, speech, robotics and scientific discovery.

5decks

669cards

Vision & Multimodal

ViT, CLIP, diffusion, SAM, and the vision-language models that read images as tokens.

131 cards 12 concepts

Speech Recognition

Spectrograms, CTC, RNN-T, Conformer, Whisper, streaming, diarisation and self-supervised audio.

140 cards 20 concepts

Speech Synthesis

Acoustic models and vocoders, Tacotron, FastSpeech, HiFi-GAN, neural codecs and voice cloning.

139 cards 20 concepts

Robotics & Embodied AI

Vision-language-action models, action tokenisation, diffusion policies and sim-to-real.

122 cards 10 concepts

AI for Science

AlphaFold, protein language models, materials discovery, and the pitfalls of ML-for-science.

137 cards 12 concepts