Download Apache Spark for Data Engineering - Hands-On with PySpark Torrent

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Apache Spark for Data Engineering - Hands-On with PySpark

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1 - Introduction & Course Overview

1. Welcome to the Course.mp4

MP4

34.6 MB

2 - Apache Spark Fundamentals

10. Spark SQL.mp4

MP4

51.5 MB

3 - Creating Your First DataFrame

11. Creating a Spark Session.mp4

MP4

54.2 MB

12. Reading Data with Spark.mp4

MP4

104.3 MB

12. transactions.csv

CSV

4.2 KB

13. Understanding Schemas and Data Types.mp4

MP4

145 MB

14. Selecting and Filtering Data.mp4

MP4

96.9 MB

15. Adding and Modifying Columns.mp4

MP4

91.9 MB

16. Aggregations and GroupBy.mp4

MP4

164.8 MB

17. Sorting and Handling Null Values.mp4

MP4

87.5 MB

18. Joins in Spark DataFrames.mp4

MP4

84.4 MB

19. Writing Data with Spark.mp4

MP4

175.6 MB

20. Spark SQL in Practice.mp4

MP4

62.7 MB

4 - Real-World Data Engineering Project

21. Project Description.html

HTML

9 KB

22. Project Overview & Business Context.mp4

MP4

78.4 MB

23. Project Requirements & Pipeline Design.mp4

MP4

16 MB

24. Centralized Configuration & Project Structure.mp4

MP4

170 MB

25. Reading Raw Data with Explicit Schemas.mp4

MP4

82.9 MB

26. Data Cleaning & Quality Rules.mp4

MP4

186.7 MB

27. Logging & Data Quality Monitoring.mp4

MP4

107.7 MB

28. Data Enrichment.mp4

MP4

123.1 MB

29. Currency Conversion & Business Rules.mp4

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130.8 MB

30. Computing Business Metrics.mp4

MP4

100.2 MB

31. Final Analytics & Production Readiness.mp4

MP4

77.4 MB

32. Project Recap & Next Steps.mp4

MP4

33.5 MB

5 - Spark Execution Model [Advanced]

33. [OPTIONNAL] Local Setup.html

HTML

8.2 KB

34. Lazy Evaluation Transformations vs Actions.mp4

MP4

141.1 MB

35. From Code to Execution What Is a Spark Job.mp4

MP4

54.7 MB

36. Tasks How Work Is Parallelized.mp4

MP4

72.4 MB

37. Stages Explained Why Shuffles Change Everything.mp4

MP4

109.2 MB

38. Narrow vs Wide Transformations in Apache Spark.mp4

MP4

64.4 MB

6 - Wrap-Up & Career Path

39. What You Can Confidently Do After This Course.mp4

MP4

44.1 MB

6. What Is Apache Spark.mp4

MP4

44 MB

7. Spark Architecture Explained.mp4

MP4

44 MB

8. SparkSession & SparkContext.mp4

MP4

42.4 MB

9. Spark APIs DataFrames.mp4

MP4

65.3 MB

2. Spark vs Other Tools (Pandas, SQL, etc.).mp4

MP4

33.8 MB

3. Working environment and Databricks.mp4

MP4

31.6 MB

4. How to Ask Questions and Get Help.html

HTML

6.9 KB

5. Summary & Next Steps.mp4

MP4

29.3 MB

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Apache Spark for Data Engineering - Hands-On with PySpark

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