An introduction to sabermetrics, baseball analytics, data science, the R Language, and SQL.
This is a past/archived course. At this time, you can only explore this course in a self-paced fashion. Certain features of this course may not be active, but many people enjoy watching the videos and working with the materials. Make sure to check for reruns of this course.
This course will cover the theory and the fundamentals of the emerging science of Sabermetrics. We will discuss the game of baseball, not through consensus or a fan’s conventional wisdom, but by searching for objective knowledge in hitting, pitching, and fielding performance. These and other areas of sabermetrics will be analyzed and better understood with current and historical baseball data.
The course also serves as applied introduction to the basics of data science, a growing field of scholarship, that requires skills in computation, statistics, and communicating results of analyses. Using baseball data, the basics of statistical regression, the R Language, and SQL will be covered.
This course has been successfully taught at the Experimental College at Tufts University since 2004. Many of its former students have gone on to careers writing about baseball and working in various MLB baseball operations and analytics departments.
Professor Andres talks about the science of baseball: The Science of the Home Run, TedXYouth@Beacon Street.
Andy Andres is a Senior Lecturer of Natural Sciences and Mathematics at Boston University College of General Studies, teaching introductory physics and biology for the past fourteen years. He is the Lead Instructor and Head Coach of the MIT Science of Baseball Program, and since 2004 has taught one of the first ever college courses in Sabermetrics at Tufts University. For seventeen years, Andres also taught a Biology Tutorial/seminar in Exercise Science and Physiology to Harvard College Biology majors. He is Chairman of the Educational Resources Committee for the Society of American Baseball Research (SABR), and winner of the 2012 USA Today Sports Weekly Award for his research for the Society. Andres has updated and edited the second edition of Art McGee’s classic book on fantasy player valuation, How to Value Players for Rotisserie Baseball. A datacaster/stringer for mlb.com at Fenway Park who scored Game 6 of the 2013 World Series, he has a PhD in Nutritional Biochemistry and Physiology from Tufts University.
Register to leave a review