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B03 - Data Professional Bootcamp - Group (2025 edition)

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  1. Welcome to your Bootcamp!

    Let’s start your learning journey - Group version
  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. Module 2: Fundamentals of Data & AI
    1 Topic
  8. Module 3: Fundamentals of Data & AI
    3 Topics
  9. Closure: Fundamentals of Data & AI
    1 Topic
  10. Data visualization with Power BI
    Course Roadmap: Data Visualization with Power BI
  11. How to Download and Use Power BI on a Mac (optional)
  12. Module 1: Power BI -ETL
    2 Topics
  13. Module 2: Power BI - Calculations
    2 Topics
  14. Module 3: SQL & data engineering
    3 Topics
  15. Closure: Data Visualization with Power BI
    1 Topic
  16. Programming with Python
    Course Roadmap: Programming with Python
  17. Module 1: Programming with Python
    1 Topic
    |
    1 Quiz
  18. Module 2: Programming with Python
    1 Topic
    |
    1 Quiz
  19. Module 3: Programming with Python
    3 Topics
    |
    1 Quiz
  20. Closure: Programming with Python
    1 Topic
  21. Machine Learning with Python
    Course Roadmap: Machine Learning with Python
  22. Module 1: Machine Learning with Python
    1 Topic
    |
    1 Quiz
  23. Module 2: Machine Learning with Python
    1 Topic
    |
    1 Quiz
  24. Module 3: Machine Learning with Python
    2 Topics
  25. Closure: Machine Learning with Python
    1 Topic
  26. Fundamentals of a data stack
    A15-Fundamentals of a data stack – Course roadmap
  27. Module 1: Fundamentals of a data stack
    1 Topic
  28. Module 2: Fundamentals of a data stack
    1 Topic
  29. Module 3: Fundamentals of a data stack
    3 Topics
  30. Closure: Fundamentals of a Data Stack
    1 Topic
  31. Azure Data Fundamentals
    Course Roadmap: Azure Data Fundamentals
  32. Azure Account Creation Options
  33. Module 1: Cloud Computing Concepts & Introducing Azure
    1 Topic
    |
    1 Quiz
  34. Module 2: Azure data fundamentals
    1 Topic
    |
    1 Quiz
  35. Module 3 Final Assignment: Azure Data Fundamentals
    3 Topics
  36. Closure: Azure Data Fundamentals
    1 Topic
  37. AI & Ethics
    Course Roadmap: AI & Ethics
  38. Module 1: Responsible AI: Fairness & Transparency
    1 Topic
    |
    3 Quizzes
  39. Module 2: Ethical AI Practices
    1 Topic
    |
    2 Quizzes
  40. Module 3 Case Study: AI & Ethics
    3 Topics
  41. Closure: AI & Ethics
    1 Topic
  42. Final Assignment
    1. Final Assignment - Introduction
  43. 2. Final Assignment - Case
  44. 3. Final Assignment Description - Data Professional Bootcamp
    2 Topics
  45. 4. Final Assignment Upload - Data Professional Bootcamp
  46. 5. Final Assignment - Presentation
  47. Closure
    Claim your completion certificate
  48. Fill out the course evaluation survey
  49. Join quarterly graduation ceremony
  50. (Optional) Internship

Welcome to the Machine Learning with Python course!

In this course, you’ll learn how to design, build, and evaluate machine learning models using Python and popular libraries such as Scikit-learn and TensorFlow.

Machine learning is a powerful field that enables computers to learn from data, recognize patterns, and make predictions. By mastering techniques like regression, classification, and deep learning, you’ll gain practical skills for solving real-world problems in business, technology, and research.

This course includes self-paced modules, step-by-step guidance, and a final assignment where you’ll apply your knowledge to build and deploy a complete machine learning project.

Let’s get started and unlock the power of machine learning with Python!

If you need any help with the instructor you can reach out via this email: Ott_Johanna@gmx.de