AI Glossary

We aim to maintain simplicity in our communication, but you may encounter unfamiliar AI business or industry terms. If ever in doubt, refer to our glossary for clarification

Categories

AI Evaluation and Performance Metrics

Area Under Curve (AUC)

Confusion Matrix

Cross-Validation

Receiver Operating Characteristic Curve (ROC Curve)

AI Frameworks and Libraries

Natural Language Toolkit (NLTK)

Open-Source Model

AI Learning Techniques and Strategies

Curriculum Learning

Federated Learning

Heuristic Methods

Human in the Loop

Incremental Learning

Lifelong Learning

Offline Learning

Online Learning

Self-Supervised Learning

Semi-Supervised Learning

Sequence Modeling

Transfer Learning

AI Models and Architectures

BERT (Bidirectional Encoder Representations from Transformers)

Bidirectional Models

Convolutional Neural Network (CNN)

Gated Recurrent Unit (GRU)

Generative Adversarial Network (GAN)

LLaMA (Low Latency Machine Learning Applications)

Long Short-Term Memory (LSTM)

Recurrent Neural Network (RNN)

Variational Autoencoder (VAE)

AI Processing and Hardware

Graphics Processing Unit (GPU)

Horizontal Scaling

Tensor Processing Unit (TPU)

Vertical Scaling

Core AI Concepts

Artificial General Intelligence (AGI)

Computer Vision

Large Language Model (LLM)

Natural Language Processing (NLP)

Predictive Modeling

Reinforcement Learning

Small Language Model (SML)

Supervised Learning

Unsupervised Learning

Generative AI and Related Concepts

Compressed Representation

Lower-dimensional Representation

Mathematics and Statistics in AI

ANOVA (Analysis of Variance)

Bayesian Networks

GloVe (Global Vectors for Word Representation)

PCA (Principal Component Analysis)

UMAP (Uniform Manifold Approximation and Projection)

t-SNE (t-Distributed Stochastic Neighbor Embedding)

New Terms

Popular AI Models

ELMo (Embeddings from Language Models)

GPT (Generative Pre-trained Transformer)

ResNet (Residual Network)

RoBERTa (Robustly Optimized BERT Pretraining Approach)

T5 (Text-To-Text Transfer Transformer)

YOLO (You Only Look Once)