4408159: C15 Project Seminar Data Science

Beschreibung

Short description
In this course, students apply acquired data science knowledge and skills to solve a real-world business problem from the area of marketing, finance, or operations.

Topics may include

• Supervised learning (regression, classification)
• Unsupervised learning
• Text mining
• Social network analysis
• Assessing model quality

Lernergebnisse

• Students will analyze a real-world case through the data science lens
• Students will collect and prepare data for later analysis
• Students will build and evaluate statistical models
• Students will translate statistical models into actionable results

Lehrmethoden

• The module integrates theoretical knowledge and practical skills in a seminar focusing on a real-world case.
• The e-learning platform Moodle will be used throughout the course for the dissemination of course material and discussions.