B01 – Datascience bootcamp – Group (2025 edition) – Amsterdam Data Academy

Course Content

Kick-off

Let’s start your learning journey – Group version

Data Science & AI Bootcamp Introduction Sample Lesson

Introduction to datascience and AI

Module 1: Key concepts 1 Topic | 1 Quiz

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Lesson: Key Concepts in Data Science and AI

Quiz 1: Key Concepts in Data Science and AI

Module 2: Use cases 1 Topic | 1 Quiz

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Lesson: Use cases of Datascience AI

Quiz 2: Use cases of Datascience AI

Module 3: Fundamentals of Data & AI 1 Topic

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Module 3: Fundamentals of Data & AI- Case upload

Datavisualization with Power BI

Course Roadmap: Data Visualization with Power BI Sample Lesson

Module 1: Power BI -ETL 2 Topics

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Module 1: Power BI -ETL

Module 1 Assignment: Power BI – ETL

Module 2: Power BI – Calculations 2 Topics

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Module 2: Power BI – Calculations

Module 2 Assignment: Power BI Calculations

Module 3: SQL & data engineering 2 Topics

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Module 3: SQL & Data Engineering

Module 3 Upload Assignment: Data Visualization with Power BI

Closure: Data Visualization with Power BI

Programming with Python

Course Roadmap: Programming with Python

Module 1: Programming with Python 1 Topic | 1 Quiz

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Module 1: Python Basics

Module 1 Quiz: Python Basics

Module 2: Programming with Python 1 Topic | 1 Quiz

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Module 2: Python Pandas

Module 2 Quiz: Python Pandas

Module 3: Programming with Python 2 Topics | 1 Quiz

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Module 3: Visualisations

Module 3: Upload Assignment – Programming with Python

Module 3 Quiz: Visualisations

Programming with Python: Personal Feedback

Machine Learning with Python

Course Roadmap: Machine Learning with Python Sample Lesson

Module 1: Machine Learning with Python 1 Topic | 1 Quiz

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Module 1: Regression and Scikit-learn

Module 1 Quiz: Regression and Scikit-learn

Module 2: Machine Learning with Python 1 Topic | 1 Quiz

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Module 2: Classification

Module 2 Quiz: Classification

Module 3: Machine Learning with Python 2 Topics | 1 Quiz

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Module 3: Time series, unsupervised models, deep learning

Module 3 Quiz: SQL & Data Engineering

Module 3: Upload Assignment – Machine Learning with Python

Machine Learning with Python: Personal Feedback

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