STAT577 Big Data Analytics

Course Code:2460577
METU Credit (Theoretical-Laboratory hours/week):3 (3.00 - 0.00)
ECTS Credit:8.0
Department:Statistics
Language of Instruction:English
Level of Study:Graduate
Course Coordinator:Prof.Dr. İNCİ BATMAZ
Offered Semester:Fall and Spring Semesters.

Course Objectives


Course Content

Data wrangling and scraping. Clusters for computing. Clouds for storage. Tools for big data analytics. Hadoop, Spark, Tensorflow. Applications of big data analytics. Stream data processing. Large data visualization. Social network analysis and text mining.


Course Learning Outcomes