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According to a new and extensive report by the McKinsey Global Institute ("Game changers: Five opportunities for US growth and renewal"), "by 2018 the United States will experience a shortage of 190,000 skilled data scientists, and 1.5 million managers and analysts capable of reaping actionable insights from the big data deluge. With an estimated 40,000 exabytes of data being collected by year 2020 - up from 2700 exabytes in year 2012 - the implications of this shortage become apparent." The wide range of economic sectors that will leverage big data analytics in the next decade (including retail, finance, manufacturing, healthcare, and government services) is driving this explosion in data collection and the demand for skilled practitioners even further. Since the trend towards data is being widely covered by the media, we expect a high demand for a curriculum aimed towards data science in the near future.

Therefore, the Institute for Computer Science at the University of Bayreuth is offering a program in Data Science. It
offers courses in various fields of Data Science like algorithms, computer systems, exploring and analyzing data,
probability and statistics, statistical inference and modeling, management of big and complex data, machine learning,
visualizing, and communicating data.

Contact

Prof. Dr.-Ing. Stefan Jablonski
E-Mail: stefan.jablonski [@] uni-bayreuth.de
Office: 0.20 (EG)
Building: Angewandte Informatik

Courses

Identifier
ECTS

Section A – Lectures
INF 201Parallel and distributed systems II5
INF 202Computer graphics I5
INF 218Programming, Data Analysis and Deep Learning in Python5
INF 220Information Visualization5
INF 222Event Processing
5
INF 226
Biomedical Time Series Analysis
5
INF 305High Performance Computing8
INF 307Data Analytics8
INF 314Algorithms and data structures III5
INF 316Pattern recognition5
INF 318Computer graphics III5
INF 321Foundations of Semi-Structured Data5
INF 326Foundations of Data Management5
INF 328Advanced Information Systems5




Section P – Projects, Seminars, Thesis (*)
INF 101Bachelor thesis
15
INF 301Master thesis30
INF 302Master seminar5
INF 303Master practical course8
INF 351Small Master project8
INF 352Large Master project15

 
(*) These courses are only creditable if concrete topics are in line with the certificate qualification goals. This must be confirmed by the course instructor in coordination with the certificate coordinator

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