Instance selection plays a pivotal role in enhancing machine learning by identifying and retaining those data instances that are most informative for the learning process, while discarding redundant ...

Ask a Data Scientist.” Once a week you’ll see reader submitted questions of varying levels of technical detail answered by a practicing data scientist – sometimes by me and other times by an Intel ...

Dr. James McCaffrey of Microsoft Research presents a full demo of k-nearest neighbors classification on mixed numeric and categorical data. Compared to other classification techniques, k-NN is easy to ...

Marketing data often requires categorization or labeling. In today’s age, marketing data can also be very big, or larger than what humans can reasonably tackle. In this course, students will learn how ...

Explore how data science transforms blockchain analysis, enhancing crypto security, scalability, and market insights.

Now, the biggest change involves incorporating AI tools to speed analysis and catch anomalies or outliers that humans could ...

This course is compulsory on the BSc in Data Science and BSc in Mathematics with Data Science. This course is available on the BSc in Mathematics and Economics, BSc in Mathematics with Economics, BSc ...

Check the Recommended Coursework Guides and the Data Science Course Catalog for more information. The B.S. in Data Science focuses on providing students with a solid foundation, emphasizing data ...