SQL for Data Engineering - Real-World Pipeline and Enterprise

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SQL for Data Engineering - Real-World Pipeline and Enterprise (Size: 1.2 GB)
  Bonus Resources.txt 102.4 B
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  1 - Introduction
  1. Course Introduction.mp4 6.9 MB
  2 - Who This Course Is For
  2. Who This Course Is For.mp4 3.5 MB
  3 - Course Structure Overview
  3. Course Structure Overview.mp4 6.6 MB
  4 - Why We Need a Proper Data Engineering Environment
  4. Why We Need a Proper Data Engineering Environment.mp4 9 MB
  5 - Data Pipeline
  10. Simulating Raw Source Data.mp4 83.7 MB
  11. Identifying Duplicate Records in Raw Data.mp4 36.1 MB
  6 - SQL Fundamentals
  13. Creating and Loading the Staging Layer.mp4 81.7 MB
  14. Validating Data in the Staging Layer.mp4 29.1 MB
  15. Understanding Incremental Data Loads.mp4 65.1 MB
  16. Handling Updates in Data – SCD Type 1.mp4 73.3 MB
  17. Creating the Analytics Layer.mp4 18 MB
  18. Understanding the Complete Data Pipeline.mp4 15.9 MB
  19. Introduction to Window Functions.mp4 25.9 MB
  20. Understanding RANK() vs DENSE_RANK().mp4 48.9 MB
  21. Using Common Table Expressions (CTEs).mp4 47.2 MB
  22. Using Multiple CTEs for Data Transformation.mp4 40.6 MB
  7 - Advanced SQL
  23. Using JOINs to Combine Data.mp4 49.8 MB
  24. LEFT JOIN vs INNER JOIN.mp4 22.3 MB
  25. GROUP BY and Aggregation Functions.mp4 35.6 MB
  26. Filtering Aggregated Results Using HAVING.mp4 36.2 MB
  27. Introduction to Subqueries.mp4 23.5 MB
  28. Understanding Correlated Subqueries.mp4 34 MB
  29. Using EXISTS and NOT EXISTS.mp4 33.2 MB
  30. IN vs EXISTS – Understanding the Difference.mp4 36.6 MB
  31. CASE Statement in SQL.mp4 53.6 MB
  33. UNION vs UNION ALL.mp4 31.1 MB
  34. Using INTERSECT and EXCEPT in SQL.mp4 34.8 MB
  35. Using DISTINCT in SQL.mp4 17.8 MB
  36. ORDER BY and LIMIT.mp4 27.2 MB
  8 - Data Engineering Patterns
  37. Complete Data Pipeline Walkthrough.mp4 18.5 MB
  9 - Course Conclusion
  38. Course Conclusion & Next Steps.mp4 4.2 MB
  8. Schema architecture.mp4 11.7 MB
  9. Creating the First Table in the Raw Layer.mp4 14.8 MB
  5. Installing PostgreSQL.mp4 58.1 MB
  6. Installing Dbeaver.mp4 21 MB
  7. Connect PostgreSQL with DBeaver.mp4 22.8 MB

Description


SQL for Data Engineering: Real-World Pipeline & Enterprise

https://WebToolTip.com

Published 3/2026
Created by Rahul Kumar Sharma
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 38 Lectures ( 2h 42m ) | Size: 1.12 GB

Learn practical SQL by building real data pipelines with PostgreSQL, staging layers, analytics tables, and real-world qu

What you'll learn
✓ Build a real SQL data pipeline using raw, staging, and analytics layers
✓ Write powerful SQL queries using JOINs, GROUP BY, HAVING, and subqueries
✓ Use window functions like ROW_NUMBER, RANK, and DENSE_RANK for data engineering tasks
✓ Apply Common Table Expressions (CTEs) to structure complex SQL transformations
✓ Perform data cleaning, deduplication, and transformations using SQL
✓ Combine datasets using UNION, INTERSECT, and EXCEPT
✓ Use CASE statements and NULL handling to manage real-world datasets
✓ Build analytics tables for reporting and business insights

Requirements
● Basic understanding of computers and databases
● No advanced SQL knowledge required
● A computer with PostgreSQL and DBeaver installed
● Willingness to practice SQL queries during the course

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