Course Information

Code	Course Name	Language	Type
VBA 312E	Data Analytics	English	Compulsory

Local Credits	ECTS	Theoretical	Tutorial	Laboratory
3	6	3	0	0

Course Prerequisites and Class Restriction
Prerequisites	(VBA 113E MIN DD or BIL 100E MIN DD) and (VBA 311E MIN DD or END 311E MIN DD)
Class Restriction	None

Course Description

This course provides an in-depth introduction to data analytics and machine learning. Topics include regression, classification, model training, optimization, regularization, decision trees, ensemble methods, support vector machines, clustering, and dimension reduction. Students will engage in hands-on projects to apply these concepts to real-world data sets, equipping them with essential skills in data analysis and model building.

Phone

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

Fax

+90 212 285 29 09

İTÜ Ayazağa Campus

Registrar's Office
34469 Maslak - İstanbul

Registrar's Office

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Registrar's Office

Clarification Text

Registrar's Office

ogrenciisleri@itu.edu.tr

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