Machine learning and data mining are emerging fields situated between statistics and computer science. They focus on the objectives such as prediction, classification and clustering, particularly in ...

The on-campus Master of Science in Data Science program focuses on developing knowledge and skills in interdisciplinary and collaborative data science competencies including statistical analysis, data ...

What You Need to Know The graduate certificate Big Data Statistics in Astrophysics lets students develop a foundation of statistical analysis, data mining, and machine learning. Understand how to ...

The University of Colorado Boulder is committed to teaching the next generation of interdisciplinary data scientists. Our Master of Science in Data Science (MS-DS) program focuses on developing ...

1 Perform data wrangling and data visualization skills using an open-source programming library. 2 Demonstrate the ability to formulate a problem from data, ask questions of data, devise a solution ...

We review machine learning methods employing positive definite kernels. These methods formulate learning and estimation problems in a reproducing kernel Hilbert space (RKHS) of functions defined on ...

Machine learning and data mining are emerging fields between statistics and computer science which focus on the statistical objectives of prediction, classification and clustering and are particularly ...