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Udemy - Mastering Data Infrastructure with Python and SQL for Engineer

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Udemy - Mastering Data Infrastructure with Python and SQL for Engineer (Size: 1.9 GB)
  Bonus Resources.txt 102.4 B
  Get Bonus Downloads Here.url 204.8 B
  ~Get Your Files Here !
  1 - Introduction
  1. Introduction.mp4 50.4 MB
  2 - Introduction & Data Architecture Overview
  3 - Setting Up the Development Environment
  10. [Hands on] Google Colab and Initial Settings.mp4 53.6 MB
  10. [Hands on] Google Colab and Initial Settings_Resource_Section2 manual md.md 2.4 KB
  10. [Hands on] Google Colab and Initial Settings_Resource_m bom csv.csv 204.8 B
  10. [Hands on] Google Colab and Initial Settings_Resource_m item csv.csv 307.2 B
  10. [Hands on] Google Colab and Initial Settings_Resource_m purchase price csv.csv 307.2 B
  10. [Hands on] Google Colab and Initial Settings_Resource_t inventory csv.csv 102.4 B
  4 - Database Design (DDL)
  11. ER Diagrams.mp4 19 MB
  12. [Hands on] ER Diagrams.mp4 20.6 MB
  12. [Hands on] ER Diagrams_Resource_Section3 manual md.md 8 KB
  13. Normalization.mp4 35.9 MB
  14. [Hands on] Normalization.mp4 22.3 MB
  15. SQL and DDL.mp4 32.3 MB
  16. Composite Primary Keys.mp4 16 MB
  17. Foreign Keys.mp4 11.8 MB
  18. Python Libraries.mp4 11.4 MB
  19. [Hands on] DDL Primary Keys and Foreign Keys.mp4 116.7 MB
  5 - SQL for Data Extraction (DML)
  20. DML.mp4 64.9 MB
  21. [Hands on] DML.mp4 42.1 MB
  21. [Hands on] DML_Resource_Section4 manual md.md 7.5 KB
  22. JOIN.mp4 35.7 MB
  23. [Hands on] JOIN.mp4 40 MB
  24. Recursive Queries.mp4 47.6 MB
  25. [Hands on] Recursive Queries.mp4 34.9 MB
  26. Aggregation.mp4 23.5 MB
  27. [Hands on] Aggregation.mp4 77.2 MB
  28. Inventory Calculations.mp4 33.1 MB
  29. [Hands on] Inventory Calculations.mp4 58.8 MB
  30. Window Functions.mp4 47.9 MB
  31. [Hands on] Window Functions.mp4 38.9 MB
  6 - Implementing ETL and Business Logic
  32. Extract.mp4 19.8 MB
  33. [Hands on] Extract.mp4 32.1 MB
  33. [Hands on] Extract_Resource_Section5 manual md.md 6.2 KB
  34. Transform.mp4 24.2 MB
  35. [Hands on] Transform.mp4 33.1 MB
  36. Business Logic.mp4 21.1 MB
  37. [Hands on] Business Logic.mp4 47.8 MB
  38. Load.mp4 6.1 MB
  39. [Hands on] Load.mp4 24.4 MB
  7 - Deploying to the Cloud
  40. DBaaS.mp4 41.4 MB
  41. Basics of the Cloud.mp4 77.6 MB
  42. Amazon RDS.mp4 29.2 MB
  43. AWS Account Creation.mp4 162.6 MB
  44. Hands on.mp4 209.3 MB
  44. Hands on_Resource_Section6 manual md.md 4.9 KB
  6. Google Colab.mp4 28.4 MB
  7. SQLite.mp4 25 MB
  8. ROBOT X.mp4 51.1 MB
  9. Python Libraries.mp4 43.7 MB
  3. Course Introduction.mp4 58.8 MB
  4. The Limitations of Excel.mp4 56.1 MB
  5. Fundamentals of Database.mp4 47.9 MB
  2. Course Materials.html 921.6 B
  2. Course Materials_Resource_SQL RobotX v1 0 0 pdf.pdf 8.2 MB

Description


Mastering Data Infrastructure with Python & SQL for Engineer

https://WebToolTip.com

Published 12/2025
Created by Maruchin Tech,Maruchin Tech
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 44 Lectures ( 3h 0m ) | Size: 1.93 GB

Build a Manufacturing Data Platform: Master Advanced SQL (Recursive/Window), Python (Pandas), and AWS RDS Deployment.

What you'll learn
Design robust databases using normalization and composite primary keys to prevent data duplication and inconsistencies.
Master advanced SQL techniques like Recursive CTEs for BOM explosion and Window Functions for retrieving the latest unit prices.
Implement practical business logic with Python (Pandas), including data cleansing, MOQ rounding, and lead-time calculation.
Deploy a local database system to the cloud using Amazon RDS and understand the architecture of separating Writer and Reader instances.

Requirements
A Google account (to use Google Colab).
A computer with internet access (No local environment setup is required).
No prior experience with SQL or Python is necessary; we will start from the basics.
An AWS account is required only for the final section (optional, but recommended for the full experience).

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