data-science - Concepts

Explore concepts tagged with "data-science"

Total concepts: 6

Concepts

Supervised Learning - A machine learning approach where models are trained on labeled data with known correct outputs.
Decision Intelligence - An interdisciplinary field that applies data science, social science, and managerial science to improve organizational decision-making at scale.
Statistical Inference - The process of using data analysis and probability theory to draw conclusions about a population from a sample.
Dimensionality Reduction - A set of techniques for reducing the number of variables in a dataset while preserving its essential structure, making high-dimensional data easier to visualize, process, and analyze.
Machine Learning - A subset of artificial intelligence that enables systems to learn and improve from experience without being explicitly programmed.
Unsupervised Learning - A machine learning approach where models find patterns in data without labeled examples or predefined outcomes.