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SQL for Data Engineering - Real-World Pipeline and Enterprise

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1 - Introduction

1. Course Introduction.mp4

MP4

6.9 MB

2 - Who This Course Is For

2. Who This Course Is For.mp4

MP4

3.5 MB

3 - Course Structure Overview

3. Course Structure Overview.mp4

MP4

6.6 MB

4 - Why We Need a Proper Data Engineering Environment

4. Why We Need a Proper Data Engineering Environment.mp4

MP4

9 MB

5 - Data Pipeline

10. Simulating Raw Source Data.mp4

MP4

83.7 MB

11. Identifying Duplicate Records in Raw Data.mp4

MP4

36.1 MB

6 - SQL Fundamentals

13. Creating and Loading the Staging Layer.mp4

MP4

81.7 MB

14. Validating Data in the Staging Layer.mp4

MP4

29.1 MB

15. Understanding Incremental Data Loads.mp4

MP4

65.1 MB

16. Handling Updates in Data – SCD Type 1.mp4

MP4

73.3 MB

17. Creating the Analytics Layer.mp4

MP4

18 MB

18. Understanding the Complete Data Pipeline.mp4

MP4

15.9 MB

19. Introduction to Window Functions.mp4

MP4

25.9 MB

20. Understanding RANK() vs DENSE_RANK().mp4

MP4

48.9 MB

21. Using Common Table Expressions (CTEs).mp4

MP4

47.2 MB

22. Using Multiple CTEs for Data Transformation.mp4

MP4

40.6 MB

7 - Advanced SQL

23. Using JOINs to Combine Data.mp4

MP4

49.8 MB

24. LEFT JOIN vs INNER JOIN.mp4

MP4

22.3 MB

25. GROUP BY and Aggregation Functions.mp4

MP4

35.6 MB

26. Filtering Aggregated Results Using HAVING.mp4

MP4

36.2 MB

27. Introduction to Subqueries.mp4

MP4

23.5 MB

28. Understanding Correlated Subqueries.mp4

MP4

34 MB

29. Using EXISTS and NOT EXISTS.mp4

MP4

33.2 MB

30. IN vs EXISTS – Understanding the Difference.mp4

MP4

36.6 MB

31. CASE Statement in SQL.mp4

MP4

53.6 MB

33. UNION vs UNION ALL.mp4

MP4

31.1 MB

34. Using INTERSECT and EXCEPT in SQL.mp4

MP4

34.8 MB

35. Using DISTINCT in SQL.mp4

MP4

17.8 MB

36. ORDER BY and LIMIT.mp4

MP4

27.2 MB

8 - Data Engineering Patterns

37. Complete Data Pipeline Walkthrough.mp4

MP4

18.5 MB

9 - Course Conclusion

38. Course Conclusion & Next Steps.mp4

MP4

4.2 MB

8. Schema architecture.mp4

MP4

11.7 MB

9. Creating the First Table in the Raw Layer.mp4

MP4

14.8 MB

5. Installing PostgreSQL.mp4

MP4

58.1 MB

6. Installing Dbeaver.mp4

MP4

21 MB

7. Connect PostgreSQL with DBeaver.mp4

MP4

22.8 MB

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SQL for Data Engineering - Real-World Pipeline and Enterprise

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