You can find a wide range of resources covering all the aspects of AI practitioners jobs. These resources are selected from content that deemed useful for me.
This project is in early stage of work.
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Educational resources:
- ๐งฎ Math: books and cheat sheet to help you understand the theory of ML.
- ๐ง Deep Learning: A deep dive into the world of neural networks. books, cheat sheets, faq, papers summaries and much more.
- Computer vision (WIP)
- NLP: (WIP)
- ๐ฅ๏ธ Machine Learning: (WIP)
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Career oriented resources:
- ๐ฏ AI expert roadmaps: Whether you are new to the domain or looking to grow you skills, these roadmaps help you define a clear path and better identify your next steps.
- ๐ฉโ๐ผ Interview resources: For those who are ready to tackle the professional world and be fully ready for their next opportunity.
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๐ ๏ธ Applied AI: (WIP) Blogs and resources of applied AI in various domains: Healthcare, finance, advertisement, ....
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Miscellaneous resources: (WIP) various useful links and resources.