CMPS 322B Fundamentals of Data Science
CMPS 322B. Fundamentals of Data Science. (3 Credit Hours).
This course will describe the natre and structure of data, including data formats, storage, and rerieval infrastructures, as well as important techniques such as correlations analysis, regression, and related tools and platforms to capable students to solve various data-driven problems. The course will introduce the field of data science using numerous hands-on projects and homework in domain-specific disciplines to benefit all of the STEM students who are interested in integrating advanced data processing methods with their domain-specific knowledge. Prerequisite: CMPS 312B, CMPS 190B, or ENGR 130B for computing skills and SMAT 211B for mathematics skills; or concent of the instructor.