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Data science: cleaning, models and A/B tests v1.0.0

Use this resource to explore data, build a model and analyse an A/B test

New

  • 576 downloads
  • 153 likes
  • 191 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install data-analysis-machine-learning

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 cleans and explores a dataset, creates features, trains and validates a classification or regression model, analyses time series and interprets an A/B test. You get the analysis code, the results and the matching charts.

Mostly picked by

Updated November 2, 2026

Card for the “Data science: cleaning, models and A/B tests” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: analysis, cleaning and feature engineering methods
  • SKILL.md: machine learning models, time series and A/B testing

Good fit for

  • You have a sales export to analyse and do not know where to start
  • You want to know whether a new page really improved conversion

Not for

    Tags

    • data-science
    • machine-learning
    • analysis
    • ab-testing

    About

    You say

    “Analyse this orders file: remove duplicates, then predict churn per customer.”

    Card for the “Data science: cleaning, models and A/B tests” skill

    Skill published by personamanagmentlayer under the Apache-2.0 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 explore data, build a model and analyse an A/B test
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.9 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md12.8 KB

    Origin and licence

    Listed unmodified

    Author
    personamanagmentlayer
    Source
    github.com/personamanagmentlayer/pcl/tree/79ccaa9820486121fa33aaa696ec16fa1607bf02/stdlib/ai/data-science-expert
    Licence
    Apache-2.0

    Notice

    « data-science-expert » (personamanagmentlayer, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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