nbshare provides notebooks and learning materials for data analytics with Python and R.
AI Expert Roadmap
This repository provides a roadmap to becoming an artificial intelligence expert.
About AI Expert Roadmap
AI Expert Roadmap is a repository of charts showing paths and technologies for becoming a data scientist, machine learning practitioner, or AI expert. Sections include fundamentals, data science, machine learning, deep learning, data engineering, and big data engineering.
An interactive version at i.am.ai/roadmap adds links for each item. The project states the roadmaps describe the landscape and help decide what to learn next, rather than recommending trendy tools.
Key features
- Charts showing paths and technologies for data science
- Charts showing paths and technologies for machine learning
- Charts showing paths and technologies for deep learning
- Charts showing paths and technologies for data engineering
- Interactive version with links for each roadmap item
- AI newsletter covering use cases and research topics
Best for: People who are deciding what to learn next for data science, machine learning, or AI roles.
Good for
- Covers fundamentals plus data science, machine learning, deep learning, and engineering paths
- Interactive version links each roadmap item to further reading
- Open contribution through pull requests and issues
Watch out for
- Content is framed as a 2022 roadmap
- Describes the landscape and does not recommend which tool fits a specific job
AI Expert Roadmap at a glance
- Category
- Education & Learning › AI Learning & Guides
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
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AI Expert Roadmap FAQ
Is there an interactive version of the roadmaps?
Yes, at i.am.ai/roadmap with links for each bullet.
How can I suggest improvements?
Open a pull request with updates or discuss ideas in issues, following the contribution docs.
How can I receive updates?
Star and watch the GitHub repository for notifications and follow the AI newsletter.
Is something wrong or out of date?
Tell us and an editor will check it.
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