DataScienceSS20

Course materials for the Data Science online class in SS20.

Block 1 - Introduction

Static Slides

• Into + Orga
• Data Science 101

Interactive Notebooks

⚠️ After forking this repo, you need to edit the links below. Add YOUR GitHub user name in the link to Colab. the best way to do this, is to install a search+replache plugin for you browser.

• HowTo Jupyter Notebooks
• Use Case: NY Taxi

Lab

Python Intro

• Python Intro Part 1
• Python Intro Part 2
• Python Intro Part 3
• Python Intro Part 4
• Python Intro Part 5
• Python Intro Part 6
• Python Intro Part 7

MatPlotLib

• Intro MatPlotLib

Exercises

Please upload your solutions via Moodle!

• Exercise 1_a
• Exercise 1_b

Block 2 - Recommender Systems

Static Slides

• Recommender Systems I
• Tensor Algebra
• Recommender Systems II
• Use Case

Notebooks

• Tensor Algebra
• Use Case

Lab

• NumPy

Exercises

Please upload your solutions via Moodle!

• Exercise 2_a
• Exercise 2_b