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I am Duncan, the founder of OpenShiro. This public repository is used as an easy to update list of resources for AI developers including technical courses, books, and tutorials on artificial intelligence, deep learning and machine learning. PRs welcome!

Home Page: https://openshiro.com/articles/technical-courses-books-and-tutorials-on-artificial-intelligence-deep-learning-and-machine-learning-for-ai-developers

ai-developer-resources's Introduction

Technical Courses, Books, and Tutorials on Artificial Intelligence, Deep Learning and Machine Learning for AI Developers

I've been keeping a running list of highly recommended and informative resources that I have come across while learning more about AI and Machine Learning. Most of these are technical resources intended for experienced software engineers, developers, and coders. The majority of these resources are free and for any that are not, I've added (paid) to the title to distinguish.

Contributing

I hope you find these resources useful as well and if you have any to add that I'm missing please email me at [email protected] or submit a PR to update the source code for this list.

About Shiro

Shiro is a tool suite for prompt engineering, model versioning, quantitative testing, performance monitoring, and fine-tuning developed I developed at OpenShiro. Learn more about OpenShiro.

AI Courses

Introductory

Intermediate

Advanced

Tutorials

Books

Math Courses

Computer Science / Python Courses

Older Materials

Notes

** Most Coursera courses can be audited for free. From the enrollment page just choose the "audit" option when registering. When you audit a course you'll be able to see most of the course materials for free, but you won't be able to submit certain assessments or get grades for your work. You won't get a certificate, but you can pay for one at any time during or after the course. If you pay for a certificate, you may need to complete more coursework that wasn't available in the audit version.

*** Coursera specializations require a paid account, however you can enroll in the individual courses included in the specialization and audit those for free, see details above. To see the courses included in a specialization, click the "courses" tab on the specialization enrollment page.

ai-developer-resources's People

Contributors

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