Python mutability and copies: avoiding unintended changes
Understand why two variables can share a list, then choose an appropriate copy to work without changing the original data.
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Python basics: variables, lists, dictionaries, conditions, loops and functions
Learn Python basics through 11 concepts: variables, strings, lists, dictionaries, conditions, loops and functions, with a notebook and a solved exercise.
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Install Python with uv, VS Code and Jupyter
Set up a Python project on Windows with uv, configure VS Code and Jupyter, then check the notebook’s kernel and library versions.
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AI, machine learning and deep learning: understanding the differences
Understand AI, machine learning, deep learning and generative AI through one concrete problem, then follow the steps from training a model to using it in an application.
