Course Information

Code	Course Name	Language	Type
YZV 202E	Optimization for Data Science	English	Compulsory

Local Credits	ECTS	Theoretical	Tutorial	Laboratory
3	5.5	3	0	0

Course Prerequisites and Class Restriction
Prerequisites	(MAT 281 MIN DD or MAT 281E MIN DD) and (YZV 104E MIN DD or YZV 102E MIN DD)
Class Restriction	None

Course Description

Introduction to mathematical optimization, line search methods, gradient based methods, Newton’s method, Hessian based methods, least squares techniques, derivative-free optimization, linear optimization problems, nonlinear optimization, data science applications

Phone

+90 212 365 78 00-99 (100 line)

Fax

+90 212 285 29 09

İTÜ Ayazağa Campus

Registrar's Office
34469 Maslak - İstanbul

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Clarification Text

Registrar's Office

ogrenciisleri@itu.edu.tr

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