First Principles
A problem-solving approach that involves breaking down complex problems into their most basic, foundational elements.
453 topics found for
“analytics”
Cross Validation
A statistical method used to assess the generalizability of a model to unseen data, involving partitioning a dataset into subsets for training and validation.
Polynomial Regression
A form of regression analysis where the relationship between the independent variable and the dependent variable is modeled as an nth degree polynomial.
InfoVis
Information Visualization (InfoVis) is the study and practice of visual representations of abstract data to reinforce human cognition.
Multiple Regression
A statistical technique that uses several explanatory variables to predict the outcome of a response variable, extending simple linear regression to include multiple input variables.
Analytics
The systematic computational analysis of data or statistics to understand and improve business performance.
Business Analytics
The process of using statistical analysis and modeling to explore and interpret business data to make informed decisions.
Prescriptive Analytics
The use of data, algorithms, and machine learning to recommend actions that can achieve desired outcomes.
Predictive Analytics
The use of statistical techniques and algorithms to analyze historical data and make predictions about future outcomes.