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Bilkent University

Online Academic Catalog

Undergraduate and Graduate Programs 2020-2021

GE 461 Introduction to Data Science

Introduction to data science fundamentals, techniques and applications; data collection, preparation, storage and querying; parametric models for data; models and methods for fitting, analysis, evaluation, and validation; dimensionality reduction, visualization; various learning methods, classifiers, clustering, data and text mining; applications in diverse domains such as business, medicine, social networks, computer vision; breadth knowledge on topics and hands-on experience through projects and computer assignments. Credit units: 3 ECTS Credit units: 5, Prerequisite: (CS 101 or CS 114 or CS 115) and (MATH 230 or MATH 255 or MATH 260) and (MATH 225 or MATH 241 or MATH 220).

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