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Data analysis, ML and governance v1.0.0

Use this resource to analyse data, choose an algorithm or frame data governance

New

  • 435 downloads
  • 208 likes
  • 136 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install data-analysis-ml-governance

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent picks the statistical methods and algorithms that fit the problem, outlines the steps of a machine learning pipeline and assesses data quality. You get an analysis approach and selection criteria.

Mostly picked by

Updated November 2, 2026

Card for the “Data analysis, ML and governance” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • references/statistical-methods.md: statistical methods
  • references/ml-pipelines.md: steps of a machine learning pipeline
  • references/data-science-expert.md: data maturity and governance

Good fit for

  • You need an algorithm to predict customer churn
  • Your dashboards give contradictory figures

Not for

    Tags

    • data
    • machine learning
    • statistics
    • governance

    About

    You say

    “Which model should I use to predict subscription cancellations, with 12,000 customers and 30 variables?”

    Card for the “Data analysis, ML and governance” skill

    Skill published by travisjneuman under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to analyse data, choose an algorithm or frame data governance
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/data-science-expert.md40.3 KB
    • references/ml-pipelines.md2.4 KB
    • references/statistical-methods.md2 KB
    • SKILL.md9.1 KB

    Origin and licence

    Listed unmodified

    Author
    travisjneuman
    Source
    github.com/travisjneuman/.claude/tree/80adced2f6fc0cb54fadb0fd6f0d7429d1f84bd7/skills/data-science
    Licence
    MIT

    Notice

    « data-science » (travisjneuman, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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