Machine Learning is often held out as magical solution to hard problems that will absolve us mere humans from ever having to actually learn anything. But in reality, for data scientists and machine learning engineers, there are a lot of problems that are ... (more…)

This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction. It includes formulation of learning problems and concepts of representation, over-fitting, and generalization. These con... (more…)

This Quickstart shows how to create Azure Machine Learning resources, and how to install Azure Machine Learning Workbench. (more…)

In this post, we are going to explore how to use the Java-based graph analysis library JGraphT and the diagramming library mxGraph to visualize the changes of correlation between the S&P 100 Index stocks over time. (more…)

A big picture view of the state of data science and machine learning that shares who is working with data, what’s happening at the cutting edge of machine learning across industries, and how new data scientists can best break into the field. (more…)