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B04 - Data Engineering Bootcamp - Personal Training

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  1. Welcome to your Bootcamp!

    Start your learning journey – Personal training
  2. Fill in the intake form
  3. Meet your instructor(s) and learning manager
  4. Request your unique Amsterdam Data Academy sweater
  5. Fundamentals of Data & AI
    Course Roadmap: Fundamentals of Data & AI
  6. Module 1: Fundamentals of Data & AI
    1 Topic
    |
    2 Quizzes
  7. Fundamentals of Data & AI – Module 1: Plan your personal live session
  8. Module 2: Fundamentals of Data & AI
    1 Topic
  9. Fundamentals of Data & AI – Module 2: Plan your personal live session
  10. Module 3: Fundamentals of Data & AI
    3 Topics
  11. Fundamentals of Data & AI – Module 3: Plan your personal live session
  12. Closure: Fundamentals of Data & AI
    1 Topic
  13. Machine Learning with Python
    Course Roadmap: Machine Learning with Python
  14. Module 1: Machine Learning with Python
    1 Topic
    |
    1 Quiz
  15. Machine Learning with Python – Module 1: Plan your personal live session
  16. Module 2: Machine Learning with Python
    1 Topic
    |
    1 Quiz
  17. Machine Learning with Python – Module 2: Plan your personal live session
  18. Module 3: Machine Learning with Python
    3 Topics
  19. Machine Learning with Python – Module 3: Plan your assignment feedback session
  20. Closure: Machine Learning with Python
    1 Topic
  21. Fundamentals of a data stack
    A15-Fundamentals of a data stack – Course roadmap
  22. Module 1: Fundamentals of a data stack
    1 Topic
  23. Fundamentals of the Modern Data Stack – Module 1: Plan your personal live session
  24. Module 2: Fundamentals of a data stack
    1 Topic
  25. Fundamentals of the Modern Data Stack – Module 2: Plan your personal live session
  26. Module 3: Fundamentals of a data stack
    3 Topics
  27. Fundamentals of the Modern Data Stack – Module 3: Plan your assignment feedback session
  28. Closure: Fundamentals of a Data Stack
    1 Topic
  29. Azure Data Fundamentals
    Course Roadmap: Azure Data Fundamentals
  30. Azure Account Creation Options
  31. Module 1: Cloud Computing Concepts & Introducing Azure
    1 Topic
    |
    1 Quiz
  32. Azure Data Fundamentals – Module 1: Plan your personal live session
  33. Module 2: Azure data fundamentals
    1 Topic
    |
    1 Quiz
  34. Azure Data Fundamentals – Module 2: Plan your personal live session
  35. Module 3 Final Assignment: Azure Data Fundamentals
    2 Topics
  36. Azure Data Fundamentals – Module 3: Plan your assignment feedback session
  37. Closure: Azure Data Fundamentals
    1 Topic
  38. AI & Ethics
    Course Roadmap: AI & Ethics
  39. Module 1: Responsible AI: Fairness & Transparency
    1 Topic
    |
    3 Quizzes
  40. Module 2: Ethical AI Practices
    1 Topic
    |
    2 Quizzes
  41. Module 3 Case Study: AI & Ethics
    3 Topics
  42. Optional consultation with the instructor - Ethics
  43. Closure: AI & Ethics
    1 Topic
  44. Final Assignment
    1. Final Assignment - Introduction
  45. 2. Final Assignment - Case
  46. 3. Final Assignment Description - Data Engineering Bootcamp
    2 Topics
  47. 4. Final Assignment Upload - Data Engineering Bootcamp
  48. 5. Final Assignment - Presentation
  49. Closure
    Fill out the course evaluation survey
    1 Quiz
  50. Claim your completion certificate
  51. Join quarterly graduation ceremony
  52. (Optional) Internship


This course is designed to take you on a structured journey through the key concepts and practical applications of Azure’s data ecosystem. The roadmap visual above outlines the flow of the course, helping you track your progress and stay on course.
Here’s what you’ll cover in this self-paced course:

  • Module 1: Cloud Computing Concepts & Introducing Azure
    Explore the principles of cloud computing and familiarize yourself with Azure’s core services, setting the foundation for your learning journey.
  • Module 2: Data Concepts & Azure Data Services
    Deepen your understanding of essential data concepts and learn to utilize Azure’s robust data service offerings for effective data management and analysis.
  • Module 3: Hands-on Assignment
    Put your skills into practice with a hands-on assignment, solidifying your knowledge and preparing you to apply Azure in real-world scenarios.

This course provides the flexibility to learn at your own pace while offering support through direct communication with your instructor.

Let’s dive in and take your first step toward mastering Azure’s data ecosystem! 🚀