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Udemy Big Data Analytics with PySpark

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Source: 1 Logo 1337x
Downloads: 3059
Type: Tutorials
Language: English
Category: Other
Size: 260.1 MB
Added: April 3, 2025, 5:31 p.m.
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Files:
  1. Get Bonus Downloads Here.url 180 bytes
  2. 00 - Generating Data.ipynb 14.5 KB
  3. 01 - Loading Data.ipynb 27.7 KB
  4. 02 - Transforming Data.ipynb 58.5 KB
  5. customers_data.csv 646.7 KB
  6. customers_data.json 1.3 MB
  7. customers_data.orc 190.1 KB
  8. customers_data.parquet 237.9 KB
  9. transactions_data.parquet 8.6 MB
  10. ingesting-and-transforming-data-slides.pdf 5.6 MB
  11. analyzing-large-datasets-slides.pdf 515.0 KB
  12. 03 - Aggregation and Exploratory Analysis.ipynb 28.1 KB
  13. 04 - Trend Analysis with Window Functions.ipynb 32.1 KB
  14. 05 - Data Reshaping and Approximate Analytics.ipynb 24.8 KB
  15. 06 - Optimizing Data Movement.ipynb 25.4 KB
  16. 07 - Memory Optimization.ipynb 21.3 KB
  17. 08 - Performance Tuning.ipynb 28.1 KB
  18. optimizing-performance-slides.pdf 4.4 MB
  19. 09 - SQL-Driven Analytics.ipynb 32.0 KB
  20. 10 - Visualizing and Exporting Results.ipynb 173.7 KB
  21. visualizing-and-exporting-results-slides.pdf 515.2 KB
  22. 1 -What Is PySpark.mp4 8.2 MB
  23. 2 -Demo Loading Data.mp4 19.8 MB
  24. 3 -Demo Transforming Data.mp4 21.1 MB
  25. 4 -Demo Aggregation and Exploratory Data Analysis.mp4 22.9 MB
  26. 5 -Demo Trend Analysis with Window Functions.mp4 28.6 MB
  27. 6 -Demo Data Reshaping and Approximate Analytics.mp4 23.8 MB
  28. 10 -Demo Performance Tuning.mp4 14.2 MB
  29. 7 -Optimizing PySpark.mp4 10.0 MB
  30. 8 -Demo Optimizing Data Movement.mp4 29.1 MB
  31. 9 -Demo Memory Optimization.mp4 14.9 MB
  32. 11 -Demo SQL-driven Analytics.mp4 14.8 MB
  33. 12 -Demo Generating Visuals and Exports.mp4 18.7 MB
  34. 13 -Demo Integrating with BI Tools.mp4 11.5 MB
  35. Bonus Resources.txt 70 bytes

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