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...

Dive into the dynamic world of Machine Learning Operations (MLOps) by understanding the core pillars: Infrastructure, Automation, and...

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...

The new DoD Adaptive Acquisition Framework (AAF) gives increased flexibility to acquisition efforts; however, this complicates proper...

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...