Specialisation Subject: Data Science (54 ECTS)

DS1a Data Analysis (6 ECTS)

• 052300 VU [ en ] Foundations of Data Analysis
• 052312 VO [ en ] Computational Optimisation
• 052314 UE [ en ] Computational Optimisation
• 052311 VU [ en ] Data Mining
• 052316 VU [ en ] Deep Learning for Natural Language Processing
• 052215 VU [ en ] Visualisation and Visual Data Analysis
• 052317 VU [ en ] Neuroinformatics: Machine Learning for Neuronal Data Analysis
• 052315 VU [ en ] ( REMOTE ) Natural Language Processing

DS1b Advanced Data Analysis (18 ECTS)

• 052215 VU [ en ] Visualisation and Visual Data Analysis
• 052311 VU [ en ] Data Mining
• 052312 VO [ en ] Computational Optimisation
• 052314 UE [ en ] Computational Optimisation
• 052315 VU [ en ] ( REMOTE ) Natural Language Processing
• 052316 VU [ en ] Deep Learning for Natural Language Processing
• 052317 VU [ en ] Neuroinformatics: Machine Learning for Neuronal Data Analysis

DS2 Algorithms (12 ECTS)

• 052100 VU [ en ] Algorithms and Data Structures 2
• 052101 VU [ en ] Numerical Algorithms
• 052111 VU [ en ] Advanced Algorithms
• 052112 VU [ en ] Numerical High Performance Algorithms

DS3 Parallel Computing (6 ECTS)

• 052500 VU [ en ] Distributed Systems Engineering
• 052511 VU [ en ] Cloud Computing
• 052515 VU [ en ] Patterns and Artificial Intelligence for Cloud and Cloud-Edge Continuum
• 052800 VU [ en ] Parallel Computing
• 250078 VO [ en ] ( ON-SITE ) Quantum Information, Quantum Computing, and Quantum Algorithms

DS4 Application Subject: Data Science (12 ECTS)

• 040661 SE [ en ] ( ON-SITE ) Smart Production and Supply Chain Management (MA)
• 052412 VU [ en ] Business Intelligence II