Data Augmentation

Expanding datasets by creating synthetic examples. Used to improve accuracy.

Data Governance

Managing data responsibly to ensure privacy, compliance, and security.

Data Mining

Analysing large datasets to uncover hidden patterns and insights.

Decision Tree

A model that predicts outcomes using branching decisions.

Deep Learning (DL)

A subset of ML using multi-layered neural networks. Used for vision, NLP, and speech.

Dimensionality Reduction

Techniques (e.g., PCA) to simplify datasets while retaining important features.