Graph data standardization: It's just a graph, making gravitational waves in the real world AWS, Google, Neo4j, Oracle.

Graph theory isn’t enough. The mathematical language for talking about connections, which usually depends on networks — vertices (dots) and edges (lines connecting them) — has been an invaluable way ...

This short course will introduce the concept, theory, and application of GLM. Moreover, we will discuss some techniques commonly used in categorical data analysis, such as contingency table analysis, ...

If CIOs want to start exploiting the hidden knowledge and untapped potential in their internal data stores by applying LLMs to them, then building and refining knowledge graphs using proven graph ...

While in the real world, we understand physics through math, in the world of video generation, an AI model that understands physics should be able to watch a sequence of frames and then predict ...

A linear relationship (or linear association) is a statistical term used to describe the directly proportional relationship between a variable and a constant.

Generative models are not just tools—they're collaborators, pushing the boundaries of what's possible in art, music and literature.

Course Topics Ordinary linear regression (OLR) assumes that response variables are continuous. Generalized Linear Models (GLMs) provide an extension to OLR since response variables can be continuous ...