This course will introduce you to the modern data science workflow. In recent years, data analysis skills have become essential for those pursuing careers in policy advocacy and evaluation, business consulting and management, or academic research in the fields of education, health, medicine, and social science. This course provides students with advanced data science skills using the versatile R programming language and a bunch of other tools. We will cover topics like version control (Git) and project management; data acquisition, manipulation, storage, and visualization; efficient programming; and advanced workflow issues, including tools for big data analysis, how to speed things up, debugging, and automation. The course is intended for students with some experience in working with R.
This course is for 2nd year MIA and MPP students only.