firmai/industry-machine-learning resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

7486 stars · 1249 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated list of applied machine learning and data science notebooks and libraries organized across different industries. It serves as a reference collection of practical, real-world ML examples rather than a software tool itself.

Use cases

• find practical machine learning notebook examples by industry
• learn applied data science through real-world case studies
• discover ML libraries used in finance, healthcare, and other sectors
• get inspiration for industry-specific ML projects
• find reference implementations of data science techniques
• explore alternative data and quantitative finance examples

When to choose

• you want curated, industry-specific ML notebook examples to learn from
• you need real-world case studies rather than toy datasets
• you are exploring how ML is applied across sectors like finance and energy
• you want a starting point for applied data science projects

When to avoid

• you need production-ready, maintained software with a license
• you want a framework or library to install and use directly
• you need guaranteed upkeep, as the list is link-based and links may rot
• you require formal documentation or support

Facets

learning-resource · maturity maintenance

machine-learning data-science developer-tools machine-learning data-science tutorials awesome-lists fintech python cross-platform awesome-list jupyter-notebooks applied-machine-learning industry-applications curated-list example-notebooks

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For agents

markdown · JSON · MCP: product_card(name="firmai/industry-machine-learning")