开源序

Compare projects

Select 2–4 projects to compare on the same basis.

Only identical known values are hidden. Unknown information remains visible.

AI-ML-Roadmap-from-scratch

Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Reinforcement Learning and more with this complete 0 to 100 repository.

data-analyst-roadmap

Based on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.

Popularity
Repository stars4,290Highest1,121
7-day net stars——
Fork789Highest204
30-day trendInsufficient historyInsufficient history
Maintenance
Last push2026-08-122025-10-14
Maintenance notesNot verifiedNot verified
Repository created2024-05-262023-02-25
License & use
LicenseMIT · PermissiveMIT · Permissive
PricingPricing not verifiedPricing not verified
Basics
Browse by purposeTutorialsTutorials
TypeGuides & collectionsGuides & collections
SubcategoryLearning pathsLearning paths
PlatformNot verifiedNot verified
Cost detailsCheck current official software, hosting, model and infrastructure pricing.Check current official software, hosting, model and infrastructure pricing.
Pricing source——
First collected2026-11-032026-11-03
MetricRepository stars, not unique users or individual-skill installsRepository stars, not unique users or individual-skill installs
Language——
About this projectBecome skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Reinforcement Learning and more with this complete 0 to 100 repository.Based on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.
Measured at2026-11-02 19:00 UTC2026-11-02 19:02 UTC

License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited. Ranked by repository stars, one position per repository. Stars and forks are not user counts.