B01 – Datascience & Python Bootcamp – Preview – Amsterdam Data Academy

Course Content

Fundamentals of Data & AI

Course Roadmap: Fundamentals of Data & AI

Module 1: Fundamentals of Data & AI 1 Topic | 2 Quizzes

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Module 1: Fundamentals of Data & AI

Quiz 1: Key Concepts in Data Science and AI

Quiz 2: Use cases of Datascience AI

Module 2: Fundamentals of Data & AI 1 Topic

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Module 2: Introduction to Statistical Concepts

Module 3: Fundamentals of Data & AI

Programming with Python

Programming with Python – Course outline Sample Lesson

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 Quiz: Visualisations

Module 3: Upload Assignment – Programming with Python

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

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Module 3: Time series, unsupervised models, deep learning

Module 3: Upload Assignment – Machine Learning with Python

Deep Learning with Python

Course Preview: Deep Learning with Python Sample Lesson

Module 1: Deep Learning with Python 1 Topic

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Module 1: Introduction to Deep Learning with PyTorch

Module 2: Deep Learning with Python 1 Topic

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Module 2: Deep Learning: Training & Optimizing Neural Networks

Module 3: Deep Learning with Python 2 Topics

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Module 3: Deep Learning Project

Module 3: Upload Assignment – Deep Learning with Python

AI Literacy

Course Roadmap: AI Literacy & Ethics course Sample Lesson

Module 1: AI Literacy & Ethics 1 Topic

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Module 1: Understanding AI & Its Impact

Module 2: AI Literacy & Ethics 1 Topic

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Module 2: AI, Compliance & Governance in Practice

Module 3: AI Literacy & Ethics 2 Topics

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Module 3: Final Assignment – AI Literacy

Module 3: Upload Assignment – AI Literacy

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