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Flashcards
3808 cards across 202 concepts — every one written by hand from the entries themselves. Tap through a deck, flip for the answer, save the ones you keep missing, download any card as an image.
Deep Learning
Transformer17Embeddings14Attention15Neural Network16Backpropagation16Gradient Descent16Loss Function16CNN (Convolutional Neural Network)18Transfer Learning18Distillation23Positional Encoding18Autoencoder20Activation Function19Learning Rate21Optimizer19Batch Size19Dropout20Batch Normalization18Vanishing Gradient20RNN (Recurrent Neural Network)20LSTM21ResNet18State Space Model22Word2Vec19Self-Supervised Learning18Perceptron18
Language & LLMs
Token14Large Language Model (LLM)17Retrieval-Augmented Generation (RAG)18Fine-tuning18Prompt Engineering16Hallucination15Context Window15Temperature14Chain-of-Thought17Quantization17RLHF (Reinforcement Learning from Human Feedback)17System Prompt18LoRA (Low-Rank Adaptation)20Chunking19Reranking21Mixture of Experts20KV Cache18Perplexity20LLM-as-Judge19Tokenization21Sampling18In-Context Learning22Reasoning19Instruction Tuning19DPO20Speculative Decoding19Prompt Caching19
AI Agents
AI Agent19Tool Use18Agent Memory16Multi-Agent Systems16Guardrails15Function Calling21Structured Output21ReAct21Planning21Task Decomposition21Reflection19Model Context Protocol19Agent Evaluation20Human-in-the-Loop22Sandboxing20Agent Governance19
Generative AI
Diffusion Model17GAN (Generative Adversarial Network)18Multimodal AI17Text-to-Image23Text-to-Video20Latent Space22Variational Autoencoder23Inpainting21Style Transfer18Conditioning22Super-resolution21
Machine Learning
Supervised Learning17Overfitting16Unsupervised Learning18Clustering18Feature Engineering15Train/Test Split15Precision and Recall19Cross-Validation19Regression22Decision Tree22Random Forest21Gradient Boosting21Support Vector Machine21K-Nearest Neighbours19Bias-Variance Tradeoff18Dimensionality Reduction21Regularization19Hyperparameter20Confusion Matrix17F1 Score20ROC and AUC19Calibration21Inter-annotator Agreement16Training Data18Data Labeling19Synthetic Data18Data Augmentation19Class Imbalance20Bayesian Inference20Inductive Bias17Generalization19
Computer Vision
Image Classification16Object Detection16Image Segmentation17OCR (Optical Character Recognition)18Vision Transformer19Face Recognition19Object Tracking18Optical Flow19Depth Estimation19Pose Estimation19Image Captioning19Video Understanding19Neural Radiance Fields19CLIP19
Safety & Ethics
AI Alignment15Bias & Fairness14Explainability16Jailbreaking16Red-teaming16Privacy & PII15Prompt Injection23Interpretability19Model Cards18AI Regulation20Copyright and Training Data18Sycophancy22Constitutional AI20Deceptive Alignment20Deepfake19Watermarking18Data Provenance19Reward Hacking19
Foundations
Machine Learning17Deep Learning17Reinforcement Learning17Artificial Intelligence16AGI (Artificial General Intelligence)16Training vs Inference15Intelligence15Benchmark22Scaling Laws19Benchmark Contamination19Markov Decision Process22Reward Function18Q-Learning20Policy Gradient21PPO20Exploration vs Exploitation19Turing Test19Symbolic AI22Expert System21AI Winter19Search Algorithm20Emergence19
Tools & Ecosystem
Vector Database16Open-Weight Models18GPU16Inference API18Semantic Search21Knowledge Graph21MLOps18Model Serving18Batching20Edge AI21Federated Learning22Vector Search19CUDA19TPU19PyTorch19Model Hub19
Speech & Audio
Speech Recognition22Text-to-Speech20Voice Cloning21Speaker Diarization21Music Generation21Spectrogram19Vocoder19Source Separation18Audio Classification19Wake Word Detection19Voice Conversion19Speech Emotion Recognition20
Applied AI