# dformoso/machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

Repository: https://github.com/dformoso/machine-learning-mindmap
Canonical: https://ross.abutalabs.com/products/machine-learning-mindmap
License: Apache-2.0
License Family: permissive
Topics: machine, learning, data, science, python, jupyter, cheatsheet, mindmap, machine-learning
Last push: 2020-05-30T07:34:20+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 3310, "days_push": 2286, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 6260, forks 1006 (observed 2026-08-28T04:09:41.098689+00:00)

## What it is
A mindmap-style PDF cheatsheet summarizing machine learning concepts, spanning data analysis, mathematics, models, and deep learning. It serves as a visual reference guide with a companion Jupyter notebook for hands-on practice.

## Use cases
- review machine learning concepts quickly before an interview
- find a visual overview of the ML workflow from data processing to deep learning
- use as a cheatsheet while studying data science
- get a summary of common ML models and math foundations
- learn what steps a data science project involves

## When to choose
- you want a single visual reference covering the breadth of machine learning
- you are a student or practitioner needing a quick concept refresher
- you prefer mindmap-style summaries over long textbooks

## When to avoid
- you need executable, up-to-date code or current library documentation
- you want in-depth tutorials rather than a high-level overview
- you need content that is actively updated with the latest ML techniques

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: machine-learning, data-science, documentation
- domain: machine-learning, data-science, tutorials, education
- platform: cross-platform
- tags: mindmap, cheatsheet, pdf, reference, deep-learning

## Member repositories
- dformoso/machine-learning-mindmap (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:09:41.098689+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T17:46:31.029406+00:00, confidence not recorded.
  - readme: https://github.com/dformoso/machine-learning-mindmap (fetched 2026-08-28T04:09:41.098689+00:00, sha 09ccee083193)
- Data as of 2026-08-30T08:39:29.467469+00:00.