data-scientist-roadmap  by MrMimic

Tutorials for a data science roadmap

created 8 years ago
7,211 stars

Top 7.3% on sourcepulse

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Project Summary

This repository provides tutorials and code examples to help individuals navigate and acquire the skills outlined in the "Data Science Roadmap" visualization. It targets aspiring and current data scientists looking for structured learning resources and practical implementation guidance.

How It Works

The project aims to create a comprehensive set of tutorials, each corresponding to a specific skill or topic within the data science domain. It emphasizes handmade code for practical examples, differentiating itself from purely theoretical or LLM-generated content. The structure encourages community contributions to fill gaps and enhance existing resources.

Quick Start & Requirements

  • Install Poetry: curl -sSL https://install.python-poetry.org | python3 -
  • Install dependencies: poetry install
  • Requires Python 3.x.

Highlighted Details

  • Focus on handmade code examples for practical learning.
  • Encourages community contributions via pull requests.
  • Follows a structured directory topology with individual READMEs.

Maintenance & Community

The project welcomes community contributions and pull requests. There are no specific contributors, sponsorships, or community channels mentioned in the README.

Licensing & Compatibility

The repository does not explicitly state a license. This may pose compatibility issues for commercial use or integration into closed-source projects.

Limitations & Caveats

The project is community-driven and relies on contributions, meaning the completeness and quality of tutorials may vary. The lack of a specified license is a significant caveat for adoption.

Health Check
Last commit

5 months ago

Responsiveness

Inactive

Pull Requests (30d)
0
Issues (30d)
0
Star History
103 stars in the last 90 days

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