gimseng/99-ML-Learning-Projects resource

Health v2 · maintenance only

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Adoption not part of the score

1199 stars · 233 forks observed · 2026-08-28

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

A community-curated collection of 99 machine learning coding exercises and solutions, currently at 10 completed projects. Exercises range from beginner (linear regression, Titanic prediction) to advanced (LSTM text generation) and are contributed via issue tickets and reviewed pull requests.

Use cases

• learn machine learning by building projects
• find beginner ML coding exercises
• practice implementing kNN from scratch
• get hands-on with sentiment analysis and LSTM text generation
• contribute ML exercises and solutions to open source
• find structured ML homework-style problems

When to choose

• you learn best by coding exercises rather than reading theory
• you want graded difficulty from beginner to advanced ML projects
• you want to practice with Jupyter notebooks and scikit-learn
• you want an open-source project to contribute to during Hacktoberfest

When to avoid

• you need production-ready ML code or libraries
• you expect all 99 projects to exist already (only 10 are complete)
• you need deep learning frameworks coverage beyond basic examples
• you want a structured course with lectures rather than exercises

Facets

learning-resource · maturity active

machine-learning nlp computer-vision data-science machine-learning education tutorials computer-vision python cross-platform jupyter-notebook exercises beginner-friendly hacktoberfest project-based-learning sklearn natural-language-processing

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markdown · JSON · MCP: product_card(name="gimseng/99-ML-Learning-Projects")