campusx-official/ML-Roadmap-for-2022 resource
A curated list of Machine learning videos, links, projects and datasets to help you conquer the ML landscape in 6 months observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1696
- days_rel: n/a
- days_push: 743
- n_releases_24m: 0
Adoption not part of the score
1224 stars · 574 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A curated roadmap of machine learning videos, links, projects, and datasets designed to take a learner from Python basics to applied ML projects in about six months. It is organized into progressive learning levels with estimated timeframes and links to free resources.
Use cases
- learn machine learning from scratch in 6 months
- find a structured ML study roadmap
- get curated python numpy pandas tutorials for data science
- find beginner ML projects and datasets
- plan a self-study path into data science
- learn exploratory data analysis with guided resources
When to choose
- you want a free, structured, step-by-step ML learning path
- you prefer video-based learning with practice problems
- you are a beginner starting from Python fundamentals
When to avoid
- you need an interactive course with mentorship or certificates
- you want up-to-date 2024+ content since the roadmap targets 2022 resources
- you are already an advanced ML practitioner
Facets
learning-resource · maturity maintenance
machine-learning data-science data-visualization nlp machine-learning data-science tutorials education cross-platform roadmap curated-list self-study python numpy pandas eda statistics
1 source
- readme: https://github.com/campusx-official/ML-Roadmap-for-2022 · fetched 2026-08-28 · b32449e32823
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| campusx-official/ML-Roadmap-for-2022 | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="campusx-official/ML-Roadmap-for-2022")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem