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Study Plan - Curriculum Machine Learning

1st Year

6 CP

Algorithms for AI and Data Science

6 CP

Data Management Technologies

6 CP

Mathematics and Statistics for Data Science

12 CP

Programming and Visualisation for Data Science

6 CP Data Visualisation and Exploration

6 CP Programming for Data Science

6 CP

Artificial Intelligence Laboratory

6 CP

Natural Language Processing and Recommender Systems

6 CP

Machine Learning

6 CP

Curriculum-specific course*

6 CP

Curriculum-specific course*

2nd Year

6 CP

Capstone Project

6 CP

Deep Learning

6 CP

Large Language Models and Information Retrieval

4 CP

Advanced English for Scientific Communication

6 CP Curriculum-specific course*

6 CP

Curriculum-specific course*

6 CP

Curriculum-specific course*

20 CP

Thesis

*Curriculum-specific lectures

6 CP

Advanced Statistics

6 CP

Cloud Computing and Distributed Systems

6 CP

Computer Vision

12 CP

Data Curation

6 CP Data Preparation and Integration

6 CP Data Profiling

6 CP

Data Semantics

6 CP

Parallel Computing

6 CP

Process Mining

6 CP

Real-Time Big Data Processing

6 CP

Time Series Analysis

* The 30 credit points for curriculum-specific optional courses include the 12 Free choice credit points.