Expanding datasets by creating synthetic examples. Used to improve accuracy.
Managing data responsibly to ensure privacy, compliance, and security.
Analysing large datasets to uncover hidden patterns and insights.
A model that predicts outcomes using branching decisions.
A subset of ML using multi-layered neural networks. Used for vision, NLP, and speech.
Techniques (e.g., PCA) to simplify datasets while retaining important features.