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Masters
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Computer Science & IT
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Master in Data Science (Online) (MSc) - Koc University
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MASTERS

Master in Data Science (Online) (MSc) - Koc University

Koc University
IstanbulTurkey
Online
Full-time
€18,171.08/year
 1809 Points
Duration
1 Year, 6 Months
Language
English

Program Description

The Koc University master in Data Science (Online) (MSc) provides the training, experience, and tools necessary to succeed in today’s data-driven workplace. The ability to make sense of this data, foresee commercial or socially valuable applications, and communicate insights are fast becoming the world’s most sought-after skills.

We live in an age of digital revolutions, led by cloud and mobile technologies that generate staggering volumes of data. The world streams hundreds of thousands of hours of video, sends millions of messages, and places tens of thousands of online orders every minute.

Entry Requirements

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Learning Outcomes

The master in Data Science (Online) (MSc) at Koc University will give you:

  • A foundation in computational science and machine learning
  • Options to specialize in advanced methods such as distributed systems, visual recognition, deep learning, neural networks, and many others
  • Flexibility to gain your degree online if required
  • An internationally competitive degree that is recognized by employers worldwide
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Curriculum

Core Modules

Introduction to python programming

Mathematics for data science

Introduction to data science with Python

Introduction to machine learning

Strategic systems modeling

Applied machine learning

Data visualization

Big data systems

Applied deep learning

Big data and data analytics

Elective Courses

Computer vision and pattern recognition

Distributed systems

Parallel programming

Computer network security

Intelligent user interfaces

Deep learning

Algorithm design and analysis

Bioinformatics and algorithms in computational biology

Optimization models and algorithms

Advanced optimization methods

Decision analysis

Dynamic programming

Healthcare systems operations

Detection and estimation theory

Sensors

Advanced sensors

Econometrics I

Econometrics II

Advanced econometrics

Bioinformatics

Sustainable energy

Refining technologies

Drug design

Computational structural biology

Big data for business and public sector

Interactive information design

Biostatistics
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