A Gentle Introduction to Probability This course provides an introduction to basic probability concepts. Our emphasis is on applications in science and engineering, with the...
Gentle Introduction to Statistics This course provides an introduction to basic statistical concepts. We begin by walking through a library of probability distributions...
Confidence Intervals and Hypothesis Tests This course covers two important methodologies in statistics – confidence intervals and hypothesis testing. Confidence intervals are...
Random Variables - Great Expectations to Bell Curves This course discusses properties and applications of random variables. When you’re done, you’ll have enough firepower to undertake a wide...
Determinants and Eigenvalues At the beginning of this course we introduce the determinant, which yields two important concepts that you will use in this course. First...
Linear Equations Systems of equations live at the heart of linear algebra. In this course you will explore fundamental concepts by exploring definitions and...
Matrix Algebra Your ability to apply the concepts that we introduced in our previous course is enhanced when you can perform algebraic operations with...
Orthogonality and Symmetric Matrices and the SVD In the first part of this course you will explore methods to compute an approximate solution to an inconsistent system of equations that...