This course teaches the fundamental ideas to clean, manipulate, process and analyze data. The students will work on data analysis problems arising in various data- intensive applications. The course involves many in-class coding exercises where the students are expected to work on several case studies. Through these exercises, the course shall also serve as an introduction to data analytics and modern scientific computing.