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Glossary

Here you will find common definitions, nomenclature and terminology used in AI.

All A B C D E F G H I K L M N O P Q R S T U V Z

A

Activation Function
Adversarial Attacks
Affine Functions
Agent
AI Alignment
AI Safety
Algorithmic Fairness
Artificial Intelligence (AI)
Autoencoders

B

Backpropagation
Batch Normalization
BERT (Bidirectional Encoder Representations from Transformers)
Bias Mitigation
Bias-Variance Tradeoff
BitNet

C

Chain-of-Thought Prompting
Checkpoints
Computational Creativity
Compute-Efficient AI
Contrastive Divergence
Contrastive Learning
Convolutional Neural Networks (CNNs)
Cross-Attention

D

Data Augmentation
Deep Learning (DL)
Diffusion Models
Domain Adaptation

E

Edge Devices
Embedding
Embedding Space
Ethical AI
Explainability
Explainable AI (XAI)

F

Feature Engineering
Federated AI
Federated Learning
Feedforward
Few-Shot Learning
Few-Shot Prompting
Fine-Tuning

G

Generative Adversarial Networks (GANs)
Generative AI
GPT (Generative Pre-trained Transformer)
Gradient Descent

H

Hyperparameter

I

Image Classification
Image Synthesis
Inference
Interpretability

K

Knowledge Distillation

L

Latent Space
LoRA (Low-Rank Adaptation)
Loss Function
LSTM (Long Short-Term Memory)

M

Machine Learning (ML)
Meta-Learning
Model Compression
Model Distillation
Multi-Modal AI

N

Named Entity
Named Entity Recognition (NER)
Natural Language Processing (NLP)
Neural Networks

O

Object Detection
Optimizer
Overfitting

P

Perceptron
Post-Training Quantization (PTQ)
Precision
Prompt Engineering
Prompt Injection
Prompt Tuning
Pruning

Q

Quantization

R

RAG (Retrieval-Augmented Generation)
Recurrent Neural Networks (RNNs)
Regularization
Reinforcement Learning (RL)
RLHF (Reinforcement Learning from Human Feedback)

S

Self-Supervised Learning
Semantic Segmentation
Semi-Supervised Learning
Sparse Modeling
Straight-Through Estimator (STE)
Synthetic Data
Synthetic Media

T

Token
Tokenization
Training
Transfer Learning
Transformer-Based Models
Transformers

U

Underfitting
Unsupervised Learning

V

Vibe Coding

Z

Zero-Shot Learning

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