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B03 - Data Professional Bootcamp - Personal Training (2025 edition)

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  1. Welcome to your Bootcamp!

    Start your learning journey – Personal training
  2. Fill in the intake form
  3. Request your unique Amsterdam Data Academy sweater
  4. Course Roadmap: Fundamentals of Data & AI
  5. Fundamentals of Data & AI
    Module 1: Fundamentals of Data & AI
    1 Topic
    |
    2 Quizzes
  6. Fundamentals of Data & AI – Module 1: Plan your personal live session
  7. Module 2: Fundamentals of Data & AI
    1 Topic
  8. Fundamentals of Data & AI – Module 2: Plan your personal live session
  9. Module 3: Fundamentals of Data & AI
    3 Topics
  10. Fundamentals of Data & AI – Module 3: Plan your personal live session
  11. Closure: Fundamentals of Data & AI
    1 Topic
  12. Course Roadmap: Data Visualization with Power BI
  13. Data visualization with Power BI
    How to Download and Use Power BI on a Mac (optional)
  14. Module 1: Power BI -ETL
    2 Topics
  15. Data Visualization with Power BI – Module 1: Plan your personal live session
  16. Module 2: Power BI - Calculations
    2 Topics
  17. Data Visualization with Power BI – Module 2: Plan your personal live session
  18. Module 3: SQL & data engineering
    3 Topics
  19. Data Visualization with Power BI – Module 3: Plan your assignment feedback session
  20. Closure: Data Visualization with Power BI
    1 Topic
  21. Course Roadmap: Programming with Python
  22. Programming with Python
    Module 1: Programming with Python
    1 Topic
    |
    1 Quiz
  23. Programming with Python – Module 1: Plan your personal live session
  24. Module 2: Programming with Python
    1 Topic
    |
    1 Quiz
  25. Programming with Python – Module 2: Plan your personal live session
  26. Module 3: Programming with Python
    2 Topics
    |
    1 Quiz
  27. Programming with Python – Module 3: Plan your assignment feedback session
  28. Closure: Programming with Python
    1 Topic
  29. Course Roadmap: Machine Learning with Python
  30. Machine Learning with Python
    Module 1: Machine Learning with Python
    1 Topic
    |
    1 Quiz
  31. Machine Learning with Python – Module 1: Plan your personal live session
  32. Module 2: Machine Learning with Python
    1 Topic
    |
    1 Quiz
  33. Machine Learning with Python – Module 2: Plan your personal live session
  34. Module 3: Machine Learning with Python
    3 Topics
  35. Machine Learning with Python – Module 3: Plan your assignment feedback session
  36. Closure: Machine Learning with Python
    1 Topic
  37. A15-Fundamentals of a data stack – Course roadmap
  38. Fundamentals of a data stack
    Module 1: Fundamentals of a data stack
    1 Topic
  39. Fundamentals of the Modern Data Stack – Module 1: Plan your personal live session
  40. Module 2: Fundamentals of a data stack
    1 Topic
  41. Fundamentals of the Modern Data Stack – Module 2: Plan your personal live session
  42. Module 3: Fundamentals of a data stack
    3 Topics
  43. Fundamentals of the Modern Data Stack – Module 3: Plan your assignment feedback session
  44. Closure: Fundamentals of a Data Stack
    1 Topic
  45. Course Roadmap: Azure Data Fundamentals
  46. Azure Data Fundementals
    Azure Account Creation Options
  47. Module 1: Cloud Computing Concepts & Introducing Azure
    1 Topic
    |
    1 Quiz
  48. Azure Data Fundamentals – Module 1: Plan your personal live session
  49. Module 2: Azure data fundamentals
    1 Topic
    |
    1 Quiz
  50. Azure Data Fundamentals – Module 2: Plan your personal live session
  51. Module 3 Final Assignment: Azure Data Fundamentals
    3 Topics
  52. Azure Data Fundamentals – Module 3: Plan your assignment feedback session
  53. Closure: Azure Data Fundamentals
    1 Topic
  54. Course Roadmap: AI Literacy & Ethics course
  55. AI Literacy
    Module 1: AI Literacy & Ethics
    1 Topic
  56. AI Literacy – Module 1: Plan your personal live session
  57. Module 2: AI Literacy & Ethics
    1 Topic
  58. AI Literacy – Module 2: Plan your personal live session
  59. Module 3: AI Literacy & Ethics
    3 Topics
  60. AI Literacy – Module 3: Plan your assignment feedback session
  61. Closure: AI Literacy
  62. 1. Final Assignment - Introduction
  63. Final Assignment
    2. Final Assignment - Case
  64. 3. Final Assignment Description - Data Professional Bootcamp
    2 Topics
  65. 4. Final Assignment Upload - Data Professional Bootcamp
  66. Final Assignment Datascience - Presentation
  67. Fill out the course evaluation survey
  68. Closure
    Claim your completion certificate
  69. Join quarterly graduation ceremony
  70. (Optional) Internship

Welcome to the Fundamentals of the Modern Data Stack course!

This course provides a comprehensive introduction to modern data engineering and cloud-based data platforms. You’ll explore foundational concepts like cloud computing, data architecture, and scalable data management while learning how these components come together to power today’s data-driven organizations.

Throughout the course, you’ll build a strong understanding of the modern data stack. From understanding the fundamentals of data engineering to exploring advanced data platform architectures, this course will prepare you to confidently design and manage modern data solutions.

If you have any questions or need guidance, don’t hesitate to reach out to your instructor, who is here to support you throughout the course.

Let’s dive in and master the modern data stack together! 🚀