Statistics is a branch of math that involves the collection, description, analysis, and inference of conclusions from quantitative data. But what is a statistic? Let’s find out. The word ...

We will construct maximum likelihood estimators (MLEs) for one and two parameter examples and functions of parameters using the invariance property of MLEs. In this module we will explore large sample ...

Inference engines are separate from the models and can use any model that conforms to the engine's required formats. Large language models that take in trillions of data examples can take weeks ...

Successful completion of this course demonstrate your achievement of the following learning outcomes for the MS-DS program: Define a composite hypothesis and the level of significance for a test with ...

The Multi-source Probabilistic Inference (MUPI) research group studies ... in particular for setups with limited amount of training examples. The group operates at the Department of Computer Science, ...