Analytical models are key to understanding data, generating predictions, and making business decisions. Without models, it is nearly...

This course is your hands-on introduction to programming techniques relevant to data analysis and machine learning. Most of the programming...

Businesses, consumers, and societies leave behind massive amounts of data as a by-product of their activities. Leading-edge companies in...

This course provides an introduction to basic probability concepts. Our emphasis is on applications in science and engineering, with the...

This course provides an introduction to basic statistical concepts. We begin by walking through a library of probability distributions...

This course covers two important methodologies in statistics – confidence intervals and hypothesis testing. Confidence intervals are...

This course discusses properties and applications of random variables. When you’re done, you’ll have enough firepower to undertake a wide...

At the beginning of this course we introduce the determinant, which yields two important concepts that you will use in this course. First...

Systems of equations live at the heart of linear algebra. In this course you will explore fundamental concepts by exploring definitions and...

Your ability to apply the concepts that we introduced in our previous course is enhanced when you can perform algebraic operations with...