eCornell Machine Learning Certificate 

offered by Cornell University

Problem-Solving with Machine Learning

Estimating Probability Distributions

Learning with Linear Classifiers

Decision Trees and Model Selection

Debugging and Improving Machine Learning Models

Learning with Kernel Machines

Deep Learning and Neural Networks