Statistics 190F - Foundations of Data Science

The field of Data Science encompasses methods, processes, and systems that enable the extraction of useful knowledge from data. Foundations of Data Science introduces core data science concepts including computational and inferential thinking, along with core data science skills including computer programming and statistical methods. The course presents these topics in the context of hands-on analysis of real-world data sets, including economic data, document collections, geographical data, and social networks. The course also explores social issues surrounding data analysis such as privacy and design.

Open to undergraduate students in majors OTHER THAN Computer Science, Informatics, and Math & Statistics. R1 & MATH101/2,104,127,128,131 CROSS-LISTED WITH COMPSCI 190F. CS, INFORMATICS, AND MATH & STATS MAJORS ARE NOT ELIGIBLE. LAB SECTIONS COMPSCI/STAT 190F-01LQ PROVIDE COMPUTER WORKSTATIONS FOR STUDENT USE DURING LABS. STUDENTS REGISTERED FOR OTHER LAB SECTIONS WILL NEED TO BRING A LAPTOP WITH A REASONABLY UP-TO-DATE WEB BROWSER.