Ai-ml-learning

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AI/ML Learning

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Learning Online

https://fast.ai will teach you everything you need to know

Videos

https://youtu.be/VMj-3S1tku0

I would also watch this video for a good understand of nn’s what a forward pass is back propagation and the math behind it. (Ryan C)

Books

Recommend starting here: https://www.amazon.com/Grand-Strategy-John-Lewis-Gaddis/dp/1594203512 (Nick)

https://mml-book.com/

This was one of the text books for the machine learning class at Carnegie Mellon. I highly recommend and still use it as a resource. It covers all the math principles with python exercises. (Matt)

book recommendation for you non technical leaders who are struggling to understand how to implement AI/DL/ML strategies and practices into the organisation. Its not super technical, but have found that as more leaders take their organizational frameworks from business its a good way for them to comprehend the underlying importance of a structured framework for the holistic implementation of these algorithms. (Sam)

https://www.amazon.com/Private-Empire-ExxonMobil-American-Power/dp/0143123548https://www.amazon.com/Bitter-Fruit-American-Guatemala-Expanded/dp/067401930X

Theodore Shackley’s “The Third Option” but I can’t find it anywhere. He wrote about the need to provide alternate options but through the lens of the Cold War. Basically, counter Soviet sneakiness with our own. (Nick)