ModelOps
ModelOps (Model Operations) is a set of practices for deploying, monitoring, and maintaining machine learning models in production environments.
ModelOps (Model Operations) is a set of practices for deploying, monitoring, and maintaining machine learning models in production environments.
A statistical method used to predict a binary outcome based on prior observations, modeling the probability of an event as a function of independent variables.
A Gestalt principle stating that elements with a distinct visual feature (e.g., a unique color, size, or shape) capture attention and are perceived as a focal point.
A statistical method that models the relationship between a dependent variable and one or more independent variables by fitting a linear equation to observed data.
A cognitive bias that leads individuals to prefer things to remain the same rather than change, often resisting new options or changes.
Entity Relationship Diagram (ERD) is a visual representation of the relationships between entities in a database.
Return on Investment (ROI) is a performance measure used to evaluate the efficiency or profitability of an investment or compare the efficiency of different investments.
User Experience (UX) refers to the overall experience of a person using a product, system, or service, encompassing all aspects of the end-user's interaction.
A tree-like model of decisions and their possible consequences, used in data mining and machine learning for both classification and regression tasks.