Computer Science Of Data Science

Course materials for a 2 semester course on The Computer Science of Data Science. Course content is licensed CC-BY-SA.

Course 1

Links to collected course materials are maintained here DSE511/README.md

Major topics covered: version control, basic programming with scripting languages, introduction to the shell, databases.

Course 2:

Links to collected course materials are maintained here DSE512/README.md

Major topics covered: basic cloud and HPC, performance optimization, parallelism, profiling, deep learning.