Teaching

Data Science Courses

Welcome to the efl Data Science Courses

People working together and celebrating achievement

We, the efl - the Data Science Institute, offer introductory courses in Data Science for students of the Goethe University Frankfurt to train students in the basics of data analysis. For successful participation in the offered courses, course participants receive a certificate instead of ECTS points, which is issued by efl. The learning content is checked by means of a short test at the end of each course day.

The course program in this winter semester 2024/25 will start with an introductory course in Python (6 December and 13 December 2024) and continue with an introductory course in Data Science (20 December 2024). The participation in the Data Science course does not require the prior attendance of the introductory course in Python, as long as sufficient basic knowledge of Python is available. The registration is made online via a registration form, whereby the number of participants for each of the two courses is limited to 25. The registration deadline is 15 November 2024. The course is free of charge for students enrolled at a German university. In case you are not a student, you are required to pay a tuition fee of €60 for each course you are registering for.

In addition to teaching theoretical concepts of Python and Data Science, the courses focus on practical application and implementation in so-called coding sessions, in which data from the economic context serve as a basis.

Please find the registration form here.

Lecturers

Research Assistant
Anjana Cordes joined the efl - the Data Science Institute as a research assistant in October 2022.
Research Assistant
Tino Cestonaro joined the team in April 2020. His research focuses on Market Microstructure, Financial Machine Learning,…
Research Assistant
Florian Ewald joined the efl research team in May 2023. His research focuses on the application of machine learning and…
Alumnus
Since March 2018, Benjamin M. Henrich is a research assistant of Prof. Dr. Oliver Hinz at the Chair of Information…

Teaching

Day 1 (Python Course) (06.12.2024)

9:00 - 10:30 Uhr
Python Basics
Introduction and Primitive Data Types

10:40 - 12:10 Uhr
Data Structures
Tuples, Lists, Sets, Dictionaries

13:30 - 15:00 Uhr
Control Structures
Loops, Conditional Statements

15:15 - 16:45 Uhr
Structure of Functions and Application
Functions in Python

Day 2 (Python Course) (13.12.2024)

9:00 - 10:30 Uhr
LIbraries in Python
Os, numpy, re, csv

10:40 - 12:10 Uhr
Data Wrangling Libraries in Python
Pandas, dataframes

13:30 - 15:00 Uhr
Data Visualization
Matplotlib, seaborn

15:15 - 16:45 Uhr
Data Analysis with Python
Merging data, explanatory analysis

Day 3 (Data Science) (20.12.2024)

9:00 - 10:30 Uhr
Introduction to Data Science
Terminology and basic concepts

10:40 - 12:10 Uhr
Preprocessing
Normalization, train-test split

13:30 - 15:00 Uhr
Simple Model Application
Decision trees, random forests

15:15 - 16:45 Uhr
Deep Learning
Neural Networks, keras

Sponsors

The following sponsors support efl - the Data Science Institute Frankfurt