scpo-data-science-bootcamp

Data science bootcamp at Sciences Po

Day 1 - August 26th

• Presentation : (full day slides)
  • Coding in the real : why producing data ? (slides)
• Workshop : Google colab Python basics

Day 2 - August 27th

• Presentations : (full day slides)
  • Coding in real : __ (slides) ;
• Workshop :
  • nb2_numpy ;
  • nb3_pandas_overview ;
  • nb4_pandas_basics.

Day 3 - August 28th

• Presentation : Coding in the real : datascience and public policies (with Cécile Le Guen) (slides)
• Workshop :
  • nb5_dataviz ;
  • nb6_project.

Day 4 - August 29th

• Presentation : Workshop project : rules, timing and datasets (slides) ;

Bonus

• bonus for the Machine Learning enthusiasts.

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Documentation

• Appendixes