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VandyApps - Data Science Sessions 2018-19

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Open setup.md.

Schedule

  1. Week 1: Setup and getting started
  2. Week 2: Data manipulation basics
  3. Week 3: Data exploration and visualization
  4. Week 4: More visualization
  5. Week 5: Machine learning
  6. Week 6: More ml - model evaluation and refinement
  7. Week 7 and after: Special topics

Special topics

To be covered later in the course based on interest

  • Deep Learning
  • Advanced EDA/Cool visualization
  • Databases
  • GIS
  • Web applications
  • Public health data

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