Summer School Python voor Data Science

Do you want to know how a data scientist does his job? And do you want these skills as well? Sign up for IBS Summer School Python for Data Science. In six weeks we will teach you how to leverage Python to get value out of your data.

Online class is every Tuesday night from 18.00-21.00h starting from July 28th until September 1st. Depending on your ambition and speed the homework takes another 2-8 hours of your time per week. At the end of the Summer School, you will receive a certificate after the exam.

Sijmen van der Willik (Data Scientist), Elien van Riet (Marketing & Customer Intelligence Lead), and Dennis Kruijer (Data Scientist) will take you through each step so you'll acquire the skills to write clear code, be aware of bias in algorithms and solve errors.

Content of the Summer School:

1. Python 101
   Setup
   Basics

2. Python for Data Science
   Jupyter
   Common libraries:
   Matplotlib
   Pandas
   Ethical AI and bias in algorithms

3. Insights and Visualisations
   Plotting
   Statistics

4. Data Engineering
   ETL / ELT
   Data structures
   Data types

5. Machine Learning
   Feature Engineering
   Data preparation

6. Advanced Algorithms
   Neural network
   Random forest