Python Tips for Data ScientistLogo
  • 1. Preface
  • 2. Python Environment
  • 3. Notebooks
  • 4. Confidential Information
  • 5. Primer Functions
  • 6. Data Structures
  • 7. Data Read and Ingestion with DataBase
  • 8. Working with AWS S3
  • 9. pd.DataFrame vs PySpark DataFrame
  • 10. pd.DataFrame manipulation
  • 11. rdd.DataFrame manipulation
  • 12. Online Courses and Useful Websites
  • 13. Package Wrapper
  • 14. Publish Package to PyPI
  • 15. Model Deployment with Flask
  • 16. API Book
  • 17. Main Reference
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© Copyright 2019, Wenqiang Feng and Jing Yang. Last updated on Dec 28, 2021.