As Artificial Intelligence continues to grow and revolutionise every industry worldwide, the demand for a skilled ...

This course gives a basic introduction to machine learning (ML) and artificial intelligence (AI). Through an algorithmic approach, the students are given a practical understanding of the methods being ...

Welcome! This repository encapsulates all materials that I created for the course ISE-364 / 464, titled "Introduction to Machine Learning". This includes all original lecture slides as well as ...

The class also provides the knowledge needed to apply the techniques to new problems. It is a broad course and an introduction to Machine Learning, Datamining, and Statistical Pattern Recognition.

Machine learning studies the question "how can we build computer programs that automatically improve their performance through experience?" This includes learning to perform many types of tasks based ...

A type of machine learning where the model is trained using labeled data, i.e., each input data point is paired with a corresponding output label. A type of machine learning where the model is trained ...

This course covers the core concepts, theory, algorithms and applications of machine learning. We cover supervised learning topics such as classification (Naive Bayes, Logistic regression, Support ...