ABSTRACT: This study investigates the persistent academic impacts of the Head Start program, a federal government-funded early childhood intervention, using data from the Early Childhood Longitudinal ...

In the last project we discussed what ML is and what problems this field of science solves. And also a detailed series of examples of the most difficult tasks and by what group they can be divided.

Simply collecting data is not enough. You can fill spreadsheets with data, but it's useless if you can't act on it. Regression is one of the most powerful statistical tools for finding relationships ...

Abstract: The logistic regression model is a linear model widely used for two-category classification problems. This report examines the enhancement and improvement methods of logistic regression ...

Coursework repository that collects practical implementations, experiments, and notes for core AI topics. The content covers search algorithms, clustering, classification, and neural networks for ...