Repository · MIT
Moataz-Elmesmary/Data-Science-Roadmap
Data Science Roadmap from A to Z
★ 4.4k
Stars
630 forks · 2 open issues
+1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
11.7
Momentum / 100
see the breakdown below
4y ago
Created
last push 11mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.23× the monthly pace |
| Freshness | 15 | 0.0 | last push 11mo ago; decays to zero at 180 days |
| Scale | 15 | 10.6 | 4.4k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 11.7 | sum of the above |
Detail
| Topics | big-datachatgptcheatsheetcv-templatedata-analysisdata-engineeringdata-sciencedata-visualizationdeep-learninginterview-questionslinear-algebrallmsmachine-learningmathematicsneural-networknlpprobabilitypythonsqlstatistics |
| Matched on | Data (data-engineering) Learning & Roadmaps (interview-questions) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +16 stars over 26 days = 0.6/day |
| Lifetime average | 2.65 stars/day over 1,663 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |