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Dekobild im Seitenkopf ISMLL

International Master's Program in Data Analytics

Program Structure Winter Intake

1st Semester

Nr Module Type CPs
M1 Machine Learning Lecture 6
M2 Modern Optimization Techniques Lecture 6
M3 Programming Machine Learning Lab course 6
M4 Seminar Data Analytics I Seminar 4
AM1 Application module I - 6

2nd Semester

Nr Module Type CPs
M5 Big Data Analytics Lecture 6
M6 Advanced Machine Learning Lecture 6
M7 Data and Privacy Protection Lecture 3
M8 Distributed Data Analytics Lab course 6
M9 Seminar Data Analytics II Seminar 4
M10 Project (part I) Project 6

3rd Semester

Nr Module Type CPs
M11 Planning and Optimal Control Lecture 6
MS1 Methodological Specialization Lecture 6
M12 Project (part II) Project 9
M13 Seminar Data Analytics III Seminar 4
AM2 Application module II - 6

4rd Semester

Nr Module Type CPs
M14 Master Thesis Project 30

Methodological Specialization (MS)

  • Advanced Case-Based Reasoning
  • Bayesian Networks
  • Computer Vision
  • Markov Chains
  • Deep Learning
  • Business Analytics

Application Module (AM)

  • Computer Science/Software Engineering
    • Software Product Lines
    • Requirements Engineering
    • Seminar Software Engineering
  • Computer Science/ Media Systems
    • Data and Process Visualization
    • Contextualized Computing and Ambient Intelligent Systems
    • Contextual Design of Interactive Systems
    • Lab Course Media Systems
    • Seminar Media Systems
  • Business Administration and Information Systems
    • Advanced Marketing
    • Advanced Logistics
    • Seminar Business Studies
  • Information Retrieval and Information Science
    • Introduction Information Retrieval (IR)
    • Introduction Natural Language Processing
    • Multilingual Information Systems
    • Seminar Multilingiual Information Retrieval
    • Project Multilingual Information Systems
    • Lab Course Information Retrieval (IR)
  • Natural Language Processing
    • Natural Language Processing 2
    • Seminar Computer Linguistic Resources
    • Seminar Computer Linguistic Processes
    • Project Computer Linguistic Resources
    • Project Computer Linguistic Processes
    • Lab Course Natural Language Processing
  • Environmental Sciences
    • Geographic Information Systems
  • Soft Skills
    • English 1
    • English 2
Winter Term
Admission Portal opens Apr 1
Deadline for Non-EU students: June 30
Deadline for EU students Aug 31
Term start Oct 1
Summer Term
Admission Portal opens Sep 19
Deadline for Non-EU students: Dec 15
Deadline for EU students Feb 15
Term start Apr 1
  • Submit your application through online application portal APPLY .
  • We admit continuously, therefore we recommend you to apply as soon as possible.
Program Summary
  • Program Director: Prof. Dr. Dr. Lars Schmidt-Thieme
  • Duration: 2 years (full-time)
  • Credits: 120 CPs
  • Language: English
  • Start Date: Monday October 10, 2016
  • Application: Open