Ai Expert Roadmap
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Faceswap | 47,035 | 10 days ago | 23 | gpl-3.0 | Python | |||||
| Deepfakes Software For All | ||||||||||
| Open Assistant | 35,184 | 5 days ago | 283 | apache-2.0 | Python | |||||
| OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so. | ||||||||||
| Google Research | 30,930 |  | 1 | 63 | 2 days ago | 9 | July 22, 2022 | 1,133 | apache-2.0 | Jupyter Notebook |
| Google Research | ||||||||||
| Photoprism | 28,729 | 4 | 7 hours ago | 151 | April 25, 2021 | 385 | other | Go | ||
| AI-Powered Photos App for the Decentralized Web 🌈💎✨ | ||||||||||
| Spacy | 27,161 |  | 1,533 | 1,198 | 9 hours ago | 222 | July 07, 2023 | 96 | mit | Python |
| 💫 Industrial-strength Natural Language Processing (NLP) in Python | ||||||||||
| Machine Learning For Software Engineers | 26,824 | 5 months ago | 24 | cc-by-sa-4.0 | ||||||
| A complete daily plan for studying to become a machine learning engineer. | ||||||||||
| Lightning | 24,668 |  | 7 | 620 | a day ago | 253 | July 25, 2023 | 683 | apache-2.0 | Python |
| Deep learning framework to train, deploy, and ship AI products Lightning fast. | ||||||||||
| Openbbterminal | 24,362 | 9 hours ago | 159 | August 01, 2023 | 238 | mit | Python | |||
| Investment Research for Everyone, Everywhere. | ||||||||||
| Netron | 24,041 |  | 4 | 69 | 7 hours ago | 587 | August 01, 2023 | 23 | mit | JavaScript |
| Visualizer for neural network, deep learning, and machine learning models | ||||||||||
| Ai Expert Roadmap | 24,033 | 7 months ago | 13 | mit | JavaScript | |||||
| Roadmap to becoming an Artificial Intelligence Expert in 2022 | ||||||||||
i.am.ai
AI Expert Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
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].
Note
An interactive version with links to follow about each bullet of the list can be found at i.am.ai/roadmap
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.
Disclaimer
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.
Introduction
Fundamentals
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.
Contribution
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
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