Ramesh Sampath is a full-stack developer building data products. He uses Pandas, Numpy and Scikit-learn Python machine learning libraries to build his models on IPython Notebook and deploys them using light-weight Python web frameworks. Most recently, he has built apps for e-commerce stores to identify what products are trending and promote the products that are most likely to be clicked to the top of the page. Currently, he's experimenting with Hadoop, Spark and other big data technologies to do machine learning at scale.
In this part-time course, students learn to build robust predictive models, test their validity, and clearly communicate resulting insights.