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Udemy - Build AI-Driven Data Warehouses - ChatGPT ETL, and Python BI

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Udemy - Build AI-Driven Data Warehouses - ChatGPT ETL, and Python BI (Size: 1.7 GB)
  Bonus Resources.txt 102.4 B
  Get Bonus Downloads Here.url 204.8 B
  ~Get Your Files Here !
  1 - SQL Server Environment Setup
  1. Introduction.mp4 44.6 MB
  10. Restore databases.mp4 25.9 MB
  2 - Python Environment Setup
  11. Python Installation on Windows.mp4 45.5 MB
  12. What are virtual environments.mp4 11.6 MB
  13. Creating and activating a virtual environment.mp4 40.7 MB
  14. Updating pip in virtual environment.mp4 10.3 MB
  15. Installing Visual Studio Code.mp4 67.6 MB
  16. Installing and Importing Python Libraries.mp4 65.1 MB
  3 - AI ETL Pipeline with ChatGPT
  17. Creating ChatGPT Account.mp4 29.7 MB
  18. Generating ETL Script with ChatGPT.mp4 97.8 MB
  19. Create a staging table.mp4 50.5 MB
  20. Creating a new SSIS Package.mp4 143.2 MB
  4 - Dimensional Modeling Fundamentals Dimensional Modelling Concepts
  21. Dimensional Modelling Concepts.mp4 84.3 MB
  22. AI Dimensional Modelling.mp4 89.6 MB
  23. Building the data warehouse model.mp4 143.6 MB
  5 - Analytics & BI Dashboard with Python
  24. Setting up page and database configuration.mp4 94.7 MB
  25. Writing SQL Queries for KPI Metrics.mp4 43.9 MB
  26. Writing SQL Queries for Activity by Type.mp4 40.3 MB
  27. Writing SQL Queries for Engagement Levels.mp4 33.9 MB
  28. Writing SQL Queries for Channel Performance.mp4 30.6 MB
  29. Writing SQL Queries for Top Customers.mp4 49 MB
  30. Writing SQL Queries for Activity by Day of Week.mp4 38.8 MB
  31. Building the dashboard Part 1.mp4 71.4 MB
  32. Building the dashboard Part 2.mp4 32.3 MB
  33. Building the dashboard Part 3.mp4 39.8 MB
  34. Building the dashboard Part 4.mp4 40.6 MB
  35. Running the streamlit app.mp4 17.5 MB
  36. Python Streamlit App Code.html 5.4 KB
  36. customer-analytics-dashboard.py 10.8 KB
  2. Pre-Installation Preparation Installing Windows Updates.mp4 19.3 MB
  3. SQL SERVER 2025 HARDWARE AND SOFTWARE REQUIREMENTS.mp4 22 MB
  4. Download SQL SERVER.mp4 28.4 MB
  5. SQL SERVER INSTALLATION.mp4 88 MB
  6. Verify SQL Server Installation.mp4 8.5 MB
  7. Installing SSMS.mp4 21.5 MB
  8. Connecting to SQL Server with SSMS.mp4 20 MB
  9. Database Types in SQL Server.mp4 31.9 MB

Description


Build AI-Driven Data Warehouses: ChatGPT ETL, & Python BI

https://WebToolTip.com

Published 2/2026
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: en-GB | Duration: 2h 48m | Size: 1.68 GB

Master ChatGPT ETL scripts, SSIS packages, dimensional modeling & Streamlit BI dashboards for enterprise analytics

What you'll learn
Build a data driven data warehouse
Setup SQL Server and Python Environment
Restore SQL Server databases from backup files and validate that the restore completed correctly.
Create, activate, and manage Python virtual environments to isolate dependencies per project.
Use ChatGPT to generate ETL scripts and data engineering logic, accelerating development while maintaining control.
Build a staging table and create a working SSIS package to load data into SQL Server as part of an ETL pipeline.
Design a dimensional data warehouse model (star schema) and build a Python Streamlit analytics dashboard using SQL KPI queries

Requirements
Basic computer skills (installing software, creating folders, downloading files)
Beginner-level understanding of databases is helpful (but not required)
Basic familiarity with SQL is recommended (SELECT, WHERE, JOIN), but the course will guide step-by-step
No prior SSIS experience is required (you will learn from scratch)
No prior Python experience is required, but basic programming familiarity is a plus
Internet connection required.

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