Please find the slides from my talk "How You Can Use Open Source Materials to Learn Python & Data Science". The talk has been orginally performed at EuroPython 2018 in Edinburgh (July 26th, 2018).
You can think of this slides as a resource library and a limited guideline.
The overview:
- Open Source:
- licenses - overview
- how to choos the right one
- Python:
- good practices
- resources for beginners (programmers and non programmers)
- Data Science
- why using Python in data science
- cleaning data
- models - building & tuning
- resources for beginners
- How to learn: Projects + Cooperation + Contribution
- Extra: JOSE
Anna Gut, Dennis Dennis Van Der Vecht, Kamil Kaczmarek, Piotr Migdał & 10Clouds - thank you for your help in preparing these slides.