### Heidelberg Lecture

Academic Year 2019/2020

### Mathematical Structures

of Complex Systems

**Location: Fakultät für Mathematik und Informatik, INF 205 - SR5**

**Lecture Period: 15 Oct. 2019 - 8 Feb. 2020**

**Tuesdays 9:00 - 11:00**

**Thursdays 9:00 - 11:00**

Link to Lecture Manuscript

Link to Project Overview

Link to Lecture Manuscript

Link to Project Overview

### Lecture Partition - Topics

### Part 1

**Structural Modelling**

In this part we introduce modelling with structural or relational models, such as graphs.

Learn More### Part 2

**Dynamic Modelling **

Most real-world systems have dynamic aspects, i.e. they change their state with time. Dynamic descriptions can be either stochastic or deterministic.

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**Data Analysis and Machine Learning**

In emprical science we need to test our models with data. The data themselves have usually first to be analysed with statistical techniques. A modern technique for data analysis is machine learning (ML)

Learn More### Lecture Timetable

### Part 2 - Dynamic Modelling

Stochastic Processes - [Week]

### Part 3 - Data Analysis and Machine Learning

Statistics and Hypothesis - [Week]