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Phase 1 · Programming & CS Foundations

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Jupyter Notebooks

Part of the AI Engineer Roadmap.

Summary

The interactive, cell-based environment used for almost all exploratory data analysis and model prototyping in AI work.

How to Learn This

1Get comfortable with cell execution order, magic commands and inline plotting.
2Learn keyboard shortcuts to speed up notebook work.
3Practice converting a messy notebook into clean, reusable functions.

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More topics in Programming & CS Foundations

Python Syntax & Data Types Control Flow Functions OOP in Python List/Dict/Set Comprehensions Virtual Environments (venv/conda)pip & Package Management Git & GitHub Basics Command Line Basics Working with APIs (requests)File I/O & JSON/CSV Handling

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