In this three-course certificate program, we'll examine all aspects of machine learning. You'll study the probability concepts and statistical methods that are at the core of machine learning algorithms. We'll also practice ways to apply these techniques, using open-source tools - along with your developing judgment and intuition - to address actual business needs and real-world challenges.