MicrosoftDocs/ml-basics resource

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1936 stars · 2330 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of Jupyter Notebook exercise files accompanying the 'Create machine learning models' learning path on Microsoft Learn. It provides hands-on notebooks for learning machine learning fundamentals.

Use cases

• learn machine learning basics through hands-on notebooks
• practice exercises for the Microsoft Learn ML path
• teach introductory machine learning with Jupyter notebooks
• work through supervised learning examples in Python
• supplement an ML course with guided exercises

When to choose

• you are following the Microsoft Learn 'Create machine learning models' path
• you want beginner-friendly ML exercises in Jupyter notebooks
• you need ready-made teaching materials for intro ML

When to avoid

• you need production machine learning code or a library
• you want advanced or research-level ML content
• you expect community contributions or frequent feature updates

Facets

learning-resource · maturity active

machine-learning data-science machine-learning education tutorials python cross-platform jupyter-notebooks microsoft-learn exercises beginner-friendly

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markdown · JSON · MCP: product_card(name="MicrosoftDocs/ml-basics")