Udemy - SQL for Exploratory Data Analysis (EDA) Real World Project

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size3.2 GB
  • Uploaded Byfreecoursewb
  • Downloads138
  • Last checkedFeb. 28th '26
  • Date uploadedFeb. 27th '26
  • Seeders 24
  • Leechers12

Infohash : A6AAD71FC122F968E7DD01D19C9BFBB94BFBE669

SQL for Exploratory Data Analysis (EDA) | Real World Project

https://WebToolTip.com

Published 2/2026
Created by Baraa Khatib Salkini
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All Levels | Genre: eLearning | Language: English | Duration: 22 Lectures ( 2h 19m ) | Size: 3.23 GB

Analyze real datasets using SQL. Build KPIs, use aggregations, window functions, and generate insights.

What you'll learn
✓ Master Real-World SQL EDA Skills: Learn how to explore databases, analyze dimensions and measures, and generate business insights using SQL.
✓ Translate Business Questions into SQL Queries: Convert real business problems into structured analytical queries and actionable insights.
✓ Build a Complete SQL Analytics Project: Apply structured Exploratory Data Analysis techniques on a real dataset from start to finish.
✓ Create Meaningful KPIs and Reports: Use SQL aggregations, ranking, cumulative analysis, and segmentation to answer real business questions.
✓ Analyze Trends and Performance Over Time: Perform change-over-time, magnitude, and part-to-whole analysis using professional SQL workflows.
✓ Develop Analytical Thinking: Learn how to approach new datasets confidently and structure your analysis like a real data analyst.
✓ Document and Present Your Work Professionally: Organize and document your SQL project using Git best practices for portfolio and interviews.

Requirements
● Basic SQL knowledge is required (SELECT, WHERE, GROUP BY, JOIN).
● A computer with internet access and a SQL environment (MySQL, PostgreSQL, SQL Server, or similar).
● Motivation to think analytically and solve real business problems using data.

Files:

[ WebToolTip.com ] Udemy - SQL for Exploratory Data Analysis (EDA) Real World Project
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction
    • 1. Introduction To Exploratory Data Analysis Project (EDA).mp4 (31.9 MB)
    • 2. Project Resources.html (5.8 KB)
    • 3. Data Analytics Project Roadmap.mp4 (56.5 MB)
    • 4. What is EDA and Why Data Analysts do it.mp4 (32.5 MB)
    • 5. Dimensions vs Measures.mp4 (133.7 MB)
    • 6. Environment Setup SQL Server, SSMS and Databases.mp4 (421.2 MB)
      • sql-data-analytics-project sql-data-analytics-project datasets
      • DataWarehouseAnalytics.bak (9.6 MB)
        • flat-files
        • dim_customers.csv (1.5 MB)
        • dim_products.csv (27.1 KB)
        • fact_sales.csv (3.4 MB)
        docs
        • Project Roadmap.pdf (5.1 MB)
        • Project Roadmap.png (4.1 MB)
        • Project_Notes_Sketches.pdf (4.1 MB)
        scripts
        • 00_init_database.sql (2.6 KB)
        • 01_database_exploration.sql (0.9 KB)
        • 02_dimensions_exploration.sql (0.7 KB)
        • 03_date_range_exploration.sql (1.0 KB)
        • 04_measures_exploration.sql (1.8 KB)
        • 05_magnitude_analysis.sql (2.0 KB)
        • 06_ranking_analysis.sql (2.2 KB)
        • 07_change_over_time_analysis.sql (1.7 KB)
        • 08_cumulative_analysis.sql (1.0 KB)
        • 09_performance_analysis.sql (2.3 KB)
        • 10_data_segmentation.sql (2.3 KB)
        • 11_part_to_whole_analysis.sql (1.1 KB)
        • 12_report_customers.sql (3.2 KB)
        • 13_report_products.sql (3.6 KB)
        2 - Exploratory Data Analysis Project (EDA)
        • 10. Measure Exploration.mp4 (212.8 MB)
        • 11. Magnitude Analysis.mp4 (232.3 MB)
        • 12. Ranking Analysis.mp4 (185.2 MB)
        • 7. Database Exploration.mp4 (79.8 MB)
        • 8. Dimensions Exploration.mp4 (95.0 MB)
        • 9. Date Exploration.mp4 (128.1 MB)
        3 - SQL Advanced Data Analytics Project
        • 13. Introduction to SQL Advanced Analytics.mp4 (16.7 MB)
        • 14. Change Over Time Analysis.mp4 (183.0 MB)
        • 15. Cumulative Analysis.mp4 (163.4 MB)
        • 16. Performance Analysis.mp4 (284.8 MB)
        • 17. Part to Whole Analysis.mp4 (162.5 MB)
        • 18. Data Segmentation.mp4 (371.0 MB)
        • 19. Build Customers Report.mp4 (394.6 MB)
        • 20. Build Products Report.mp4 (84.5 MB)
        • 21. Document Your Work in GIT.mp4 (22.5 MB)
        • 22. Congratulations & THANK YOU.html (6.7 KB)
        • Bonus Resources.txt (0.1 KB)

Code:

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