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Course Information

Course Name
Turkish Büyük Çaplı Veri İşleme
English Large Scale Data Processing
Course Code
BLU 517 Credit Lecture
(hour/week)
Recitation
(hour/week)
Laboratory
(hour/week)
Semester -
3 3 - -
Course Language Turkish
Course Coordinator Behçet Uğur Töreyin
Behçet Uğur Töreyin
Course Objectives The aim of the course is to teach techniques on (stochastic) convex optimization and sparse representations based on probability theory and linear algebra in order to process large scale data.
Course Description Course contents are as follows:
• probability theory (2 weeks),
• linear algebra (2 weeks),
• convex optimization (4 weeks),
• sparse representation methods (4 weeks)
• large scale data processing applications (2 weeks).
Course Outcomes
Pre-requisite(s)
Required Facilities
Other
Textbook
Other References
 
 
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