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

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Udemy - SQL for Exploratory Data Analysis (EDA) Real World Project (Size: 3.2 GB)
  Bonus Resources.txt 102.4 B
  Get Bonus Downloads Here.url 204.8 B
  ~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
  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 921.6 B
  02_dimensions_exploration.sql 716.8 B
  03_date_range_exploration.sql 1 KB
  04_measures_exploration.sql 1.8 KB
  05_magnitude_analysis.sql 2 KB
  06_ranking_analysis.sql 2.2 KB
  07_change_over_time_analysis.sql 1.7 KB
  08_cumulative_analysis.sql 1 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
  3 - SQL Advanced Data Analytics Project
  13. Introduction to SQL Advanced Analytics.mp4 16.7 MB
  14. Change Over Time Analysis.mp4 183 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 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
  7. Database Exploration.mp4 79.8 MB
  8. Dimensions Exploration.mp4 95 MB
  9. Date Exploration.mp4 128.1 MB
  fact_sales.csv 3.4 MB

Description


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.

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