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Summer School: Data Science - An Overview (IFLV0099)
Department
- International Program
Course unit code
- IFLV0099
Level of course unit
- Bachelor
Year of study
- Spring 2025
Semester when the course unit is delivered
- 1
Number of ECTS credits allocated
- 3.5
Name of lecturer(s)
- Mag. Tuta Mario
Recommended optional program components
- none
Course contents
- • Introduction: What is Data Science?
• Statistical Inference
• Exploratory Data Analysis | Data Science Process
• Three Basic Machine Learning Algorithms
• Machine Learning Algorithm and its Usage
• Feature Generation and Feature Selection
• Recommendation Systems: Building a User-Facing Data Product
• Mining Social-Network Graphs
• Data Science and Ethical Issues
Planned learning activities and teaching methods
- The course comprises an interactive mix of lectures, discussions and individual and group work.
Language of instruction
- English
Work placement(s)
- none