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README.md

ADA-DHOxSS2019

DOI Binder

Teaching materials for the Applied Data Analysis (ADA) workshop at DHOxSS 2019.

Authors/Convenors:

  • Giovanni Colavizza (University of Amsterdam)
  • Matteo Romanello (EPFL)

Syllabus

Day.session Topic Materials
1.1 Introduction slides
1.2 Data formats and input/output slides + notebook
2.1 The Python data analysis stack, pt. I slides + notebook
2.2 Tidy data pt.I-II slides + notebook
3.1 Tidy data pt.III slides + notebook
3.2 The Python data analysis stack, pt. II notebook
4.1 Applied data analysis, pt. I: The basics notebook
4.2 Applied data analysis, pt. II: Visualization slides + notebook
5.1 Applied data analysis, pt. III: Modeling notebook
5.2 Applied data analysis, pt. IV: Advanced application notebook

Acknowledgements

Inspiration for ADA was given by the following courses/teachers:

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Teaching materials for the Applied Data Analysis course at DHOxSS. Data science methods to analyse humanities data.

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