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datasciencess20's Introduction

DataScienceSS20

Course materials for the Data Science online class in SS20.

Block 1 - Introduction

Static Slides

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.

Lab

Python Intro

MatPlotLib

Exercises

Please upload your solutions via Moodle!

Block 2 - Recommender Systems

Static Slides

Notebooks

Lab

Exercises

Please upload your solutions via Moodle!

Block 3 - Data Wrangling

Static Slides

Notebooks

Lab

Exercises

Block 4 - Machine Learning I-II

Static Slides

Notebooks

Lab

Exercises

Block 5 - Machine Learning III-IV

Static Slides

Notebooks

Exercises

Block 6 - Machine Learning V-VII

Static Slides

Notebooks

Exercises

Block 7 - Deep Learnig

Static Slides

Notebooks

Exercises

Block 8 - Deep Learnig

Static Slides

Notebooks

Exercises

  • no exercises -> project work

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Contributors

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