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B03 - Data Professional Bootcamp - Group (2025 edition)
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Welcome to your Bootcamp!
Let’s start your learning journey - Group version -
Fill in the intake form
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Meet your instructor(s) and learning manager
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Request your unique Amsterdam Data Academy sweater
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Fundamentals of Data & AICourse Roadmap: Fundamentals of Data & AI
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Module 1: Fundamentals of Data & AI1 Topic|2 Quizzes
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Module 2: Fundamentals of Data & AI1 Topic
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Module 3: Fundamentals of Data & AI3 Topics
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Closure: Fundamentals of Data & AI1 Topic
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Data visualization with Power BICourse Roadmap: Data Visualization with Power BI
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How to Download and Use Power BI on a Mac (optional)
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Module 1: Power BI -ETL2 Topics
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Module 2: Power BI - Calculations2 Topics
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Module 3: SQL & data engineering3 Topics
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Closure: Data Visualization with Power BI1 Topic
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Programming with PythonCourse Roadmap: Programming with Python
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Module 1: Programming with Python1 Topic|1 Quiz
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Module 2: Programming with Python1 Topic|1 Quiz
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Module 3: Programming with Python3 Topics|1 Quiz
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Closure: Programming with Python1 Topic
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Machine Learning with PythonCourse Roadmap: Machine Learning with Python
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Module 1: Machine Learning with Python1 Topic|1 Quiz
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Module 2: Machine Learning with Python1 Topic|1 Quiz
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Module 3: Machine Learning with Python2 Topics
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Closure: Machine Learning with Python1 Topic
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Fundamentals of a data stackA15-Fundamentals of a data stack – Course roadmap
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Module 1: Fundamentals of a data stack1 Topic
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Module 2: Fundamentals of a data stack1 Topic
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Module 3: Fundamentals of a data stack3 Topics
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Closure: Fundamentals of a Data Stack1 Topic
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Azure Data FundamentalsCourse Roadmap: Azure Data Fundamentals
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Azure Account Creation Options
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Module 1: Cloud Computing Concepts & Introducing Azure1 Topic|1 Quiz
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Module 2: Azure data fundamentals1 Topic|1 Quiz
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Module 3 Final Assignment: Azure Data Fundamentals3 Topics
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Closure: Azure Data Fundamentals1 Topic
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AI & EthicsCourse Roadmap: AI & Ethics
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Module 1: Responsible AI: Fairness & Transparency1 Topic|3 Quizzes
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Module 2: Ethical AI Practices1 Topic|2 Quizzes
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Module 3 Case Study: AI & Ethics3 Topics
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Closure: AI & Ethics1 Topic
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Final Assignment1. Final Assignment - Introduction
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2. Final Assignment - Case
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3. Final Assignment Description - Data Professional Bootcamp2 Topics
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4. Final Assignment Upload - Data Professional Bootcamp
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5. Final Assignment - Presentation
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ClosureClaim your completion certificate
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Fill out the course evaluation survey
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Join quarterly graduation ceremony
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(Optional) Internship
Lesson 31 of 50
In Progress
Course Roadmap: Azure Data Fundamentals

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! 🚀