Ai Expert Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022
Alternatives To Ai Expert Roadmap
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
10 days ago23gpl-3.0Python
Deepfakes Software For All
Open Assistant35,184
5 days ago283apache-2.0Python
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
Google Research30,9301632 days ago9July 22, 20221,133apache-2.0Jupyter Notebook
Google Research
Photoprism28,72947 hours ago151April 25, 2021385otherGo
AI-Powered Photos App for the Decentralized Web 🌈💎✨
Spacy27,1611,5331,1989 hours ago222July 07, 202396mitPython
💫 Industrial-strength Natural Language Processing (NLP) in Python
Machine Learning For Software Engineers26,824
5 months ago24cc-by-sa-4.0
A complete daily plan for studying to become a machine learning engineer.
Lightning24,6687620a day ago253July 25, 2023683apache-2.0Python
Deep learning framework to train, deploy, and ship AI products Lightning fast.
9 hours ago159August 01, 2023238mitPython
Investment Research for Everyone, Everywhere.
Netron24,0414697 hours ago587August 01, 202323mitJavaScript
Visualizer for neural network, deep learning, and machine learning models
Ai Expert Roadmap24,033
7 months ago13mitJavaScript
Roadmap to becoming an Artificial Intelligence Expert in 2022
Alternatives To Ai Expert Roadmap
Select To Compare

Alternative Project Comparisons

Developer Roadmap
AI Expert Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

AMAI GmbH MIT License

Below you find a set of charts demonstrating the paths that you can take and the technologies that you would want to adopt in order to become a data scientist, machine learning or an AI expert. We made these charts for our new employees to make them AI Experts but we wanted to share them here to help the community.

If you are interested to become an AI EXPERT at AMAI in Germany, or you want to hire an AI Expert, please say [email protected].


An interactive version with links to follow about each bullet of the list can be found at

To receive updates star ⭐️ and watch 👀 the GitHub Repo to get notified, when we add new content to stay on the top of the most recent research.

Follow our AI Newsletter to stay up to date with the latest developments in AI. We cover new use cases and research topics.


The purpose of these roadmaps is to give you an idea about the landscape and to guide you if you are confused about what to learn next and not to encourage you to pick what is hip and trendy. You should grow some understanding of why one tool would be better suited for some cases than the other and remember hip and trendy never means best suited for the job.



Data Science Roadmap

Machine Learning Roadmap

Deep Learning Roadmap

Data Engineer Roadmap

Big Data Engineer Roadmap

Wrap Up

If you think any of the roadmaps can be improved, please do open a PR with any updates and submit any issues. Also, we will continue to improve this, so you might want to watch/star this repository to revisit.


Have a look at the contribution docs for how to update any of the roadmaps

  • Open pull request with improvements
  • Discuss ideas in issues
  • Spread the word
  • Reach out with any feedback

Supported By


Popular Artificial Intelligence Projects
Popular Machine Learning Projects
Popular Artificial Intelligence Categories
Related Searches

Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Machine Learning
Deep Learning
Artificial Intelligence
Neural Network
Data Science
Data Analysis