Academic Catalog

STAT575 COMPUTATIONAL TOOLS FOR DATA SCIENCE

Course Code: 2460575
METU Credit (Theoretical-Laboratory hours/week): 3(3-0)
ECTS Credit: 8.0
Department: Statistics
Language of Instruction: English
Level of Study: Graduate
Course Coordinator: Prof.Dr. ÖZLEM ÝLK
Offered Semester: Fall and Spring Semesters.

Course Content

Programming with R and Python for statistics and data science computing. Computing using statistical software. Relational. distributed. parallel and object databases. Structured query language (SQL). Big data storage systems. Data warehouses. Online analytic processing (OLAP). Big data handling tools and techniques. Web data management. Cloud computing.