Module: Alternative Data and Machine Learning for Business Applications
This certificate module combines two complementary short courses in a structured learning path.
Participants gain a broad understanding of alternative data and machine learning for business applications, covering text mining, natural language processing, and advanced machine learning and pattern recognition techniques.
General Information
| Dates | Oct 26-Nov 6, 2026 |
| Duration | 10 days |
| Location | On campus - Karlsruhe |
| Language | English |
| ECTS | 8 |
| Cost | 4,980 € |
Further questions?
Martina Waldner
Senior Program Consultant
info∂hectorschool.kit.edu
+49 721 608 47880
Program Structure
The full certificate module consists of two interconnected short courses. While each course can be attended individually, the complete module offers a coherent learning journey from foundational concepts to advanced machine learning applications
Text Mining and Natural Language Processing
Automatic text extraction and natural language processing methods; financial applications and advanced NLP techniques
| Date | Oct 26 - Nov 03, 2026 |
| Duration | 7 days |
Advances in Machine Learning and Pattern Recognition
Advanced machine learning and pattern recognition methods; neural network design, training, and validation
| Date | Nov 04 - 06, 2026 |
| Duration | 3 days |
How the Courses Fit Together
Participants first develop foundational knowledge in text mining and natural language processing techniques for data extraction and financial applications, then deepen their understanding through advanced machine learning, pattern recognition, and neural network design, training, and validation.
Who Should Attend
This module is designed for professionals seeking a structured introduction to machine learning and its applications in decision-making, finance, and advanced analytical modeling.
- Decision-makers and managers interested in understanding machine learning concepts and methods
- Finance professionals seeking data-driven approaches to market analysis and forecasting
- Analysts and researchers looking to strengthen their knowledge of applied and advanced machine learning techniques
- Professionals who want a coherent learning path from foundational to specialized topics
Ready to Join the Full Module?
Book the complete module to benefit from a coherent learning journey across the two certificate courses.