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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

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