Alternative Data and Machine Learning for Business Applications

• Text Mining and Natural Language Processing
• Advances in Machine Learning and Pattern Recognition 

Date:

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ETCS:

Lecturers:

Oct 26 - Nov 6, 2026

10 days

English

4,980 €

8

Prof. Dr. Maxim Ulrich; Prof. Dr. Alexander Hillert; Prof. Dr. Julian Thimme

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Text Mining and Natural Language Processing

• Automatic content extraction from text data
• Latest developments in natural language processing
• Applying NLP techniques to financial problems

Date:

Duration:

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ETCS:

Lecturers:

Oct 26 - Nov 3, 2026

7 days 

English

3,110€ €

upon request

Prof. Dr. Alexander Hillert

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Advances in Machine Learning and Pattern Recognition

• Advances in machine learning and pattern recognition
• Understanding neural network principles and operations
• Designing, training, and validating neural networks

Date:

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ETCS:

Lecturers:

Nov 4 - 6, 2026

3 days

English

2,050 €

upon request

Prof. Dr. Julian Thimme

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Digital Financial Markets

• Global Financial Markets
• Blockchain Technology
• Digital Currencies and Business Models
• Introduction to Python 

Date:

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ETCS:

Lecturers:

Nov 16 - 27, 2026

10 days

English

4,980 €

8

Prof. Dr. Maxim Ulrich; Dr. rer. pol. Marcel Müller; Prof. Dr. Philipp Schuster

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Global Financial Markets

• Risk, Return, and Prediction
• Financial Market Models
• Bond Pricing, Interest Rates, and Performance Measurement

Date:

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ETCS:

Lecturers:

Nov 16 - 18, 2026

2.5 days

English

1,800 €

upon request

Prof. Dr. Maxim Ulrich

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Introduction to Python

• Python as a Programming Language for Statisticians and Computer Scientists
• Comprehensive Introduction into Python Programming

Date:

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ETCS:

Lecturers:

Nov 18 - 20 and 24 - 25, 2026

4.5 days  

English

2,500 €

upon request

Prof. Dr. Maxim Ulrich

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Blockchain Technology

• Blockchain Technolog Concepts
• Potential of Blockchains from IT and Business Perspectives

Date:

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Lecturers:

Nov 23, 2026

1 day

English

990 €

upon request 

Dr. Marcel Müller

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Digital Currencies and Business Models

• Concepts of Digital Finance
• Use of Blockchain Technology for Dezentalized Finance
• Cryptocurrency Concepts

Date:

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Lecturers:

Nov 26 - 27, 2026

2 days

English

1,550 €

upon request 

Prof. Dr. Philipp Schuster

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Financial Economics for Data Scientists

• Financial Economics
• Fundamentals of Financial Data Science  

Date:

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Lecturers:

Feb 22 - Mar 5, 2027

10 days

English

4,980 €

8

Prof. Dr. Martin Ruckes; Prof. Dr. Maxim Ulrich

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Financial Economics

• Analysis and Evaluation of complex investment projects
• Optimal Decision-Making in Environments with diverging strategic interests
• Ethical Consideration of Capital Markets

Date:

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Lecturers:

Feb 22 - 26, 2027

5 days

English

2,660€

4

Prof. Dr. Martin Ruckes

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Fundamentals of Financial Data Science 

• Classical Algorithmic and Python-Based Data Science Tools
• Development of Applications
• Regression and Classification Issues

Date:

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Lecturers:

Mar 1 - 5, 2027

5 days

English

2,660 €

4

Prof. Dr. Maxim Ulrich

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Machine Learning for Data-Driven Decision Making

• Machine Learning for Decision Makers
• Fundamentals of Financial Machine Learning
• Kernel and Bayesian Methods in Machine Learning 

Date:

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ECTS:

Lecturers:

May 31 - Jun 11, 2027

10 days

English

4,980 €

upon request

Prof. Dr. Maxim Ulrich

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Fundamentals of Financial Machine Learning

• Learned algorithmic and Python-based financial machine learning techniques for predicting market outcomes and volatility.
• Applied time-series and cross-sectional methods to analyze financial data and forecast trends.
• Evaluated linear factor models and used applications to identify model parameters and unobserved state variables.

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ECTS:

Lecturers:

May 31 - Jun 2 and 7 - 9, 2027

6 days

English

2,830 €

8

Prof. Dr. Maxim Ulrich

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Machine Learning for Decision Makers

• Core techniques in inductive machine learning
• Improving predictive forecasting across business disciplines
• Practical applications of machine learning algorithms  

Date:

Duration:

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Cost:

ECTS:

Lecturers:

Jun 3 - 4, 2027

2 days

English

1,550 €

upon request

Prof. Dr. Maxim Ulrich

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Kernel and Bayesian Methods in Machine Learning

• Fundamentals of kernel and Bayesian-based learning; Kernel methods for data description and semi-parametric forecasts
• Bayesian learning for parameter estimation and state variable filtering

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Duration:

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ECTS:

Lecturers:

Jun 10 - 11, 2027

2 days

English

1,550 €

upon request

Prof. Dr. Maxim Ulrich

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Engineering Aspects of Financial Markets

• Fundamentals of Financial Engineering
• Derivatives and Value of Optionality

Date:

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ECTS:

Lecturers:

Jul 12 - 23, 2027

10 days

English

4,980 €

8

Prof. Dr. Maxim Ulrich; Prof. Dr. Nicole Branger

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Fundamentals of Financial Engineering

• Deterministic and stochastic calculus for financial modeling; Ito Lemma, SDE simulation, and Gaussian/non-Gaussian modeling
• Python applications and Monte-Carlo methods for asset valuation
• Designing and implementing Monte Carlo simulation frameworks in Python to model, price, and manage the risk of complex financial derivatives under uncertainty

Date:

Duration:

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ECTS:

Lecturers:

Jul 12 - 13 and 19 - 20, 2027

4 days

English

2,400 €

upon request

Prof. Dr. Maxim Ulrich

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Derivatives and Value of Optionality

• Pricing and Hedging of Options
• Consideration of Timing

Date:

Duration:

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ECTS:

Lecturers:

Jul 14 - 16 and 21 - 23, 2027

6 days

English

2,830 €

upon request

Prof. Dr. Nicole Branger 

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Alternative Data and Machine Learning for Business Applications

• Text Mining and Natural Language Processing
• Advances in Machine Learning and Pattern Recognition 

Date:

Duration:

Language:

Cost:

ECTS:

Lecturers:

Oct 18 -  29, 2027

10 days

English

4,980 €

8

Prof. Dr. Alexander Hillert; Prof. Dr. Julian Thimme

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Text Mining and Natural Language Processing

• Automatic content extraction from text data
• Latest developments in natural language processing
• Applying NLP techniques to financial problems

Date:

Duration:

Language:

Cost:

ECTS:

Lecturers:

Oct 18 - 26, 2027

7 days 

English

3,110 €

upon request

Prof. Dr. Alexander Hillert

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Advances in Machine Learning and Pattern Recognition

• Advances in learning and pattern detection; Understanding principles and workings of neural networks
• Designing, training, and validating neural network models

Date:

Duration:

Language:

Cost:

ECTS:

Lecturers:

Oct 27 - 29, 2027

3 days

English

2,050 €

upon request

Prof. Dr. Julian Thimme

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