Practical AI: Machine Learning, Data Science, LLM
Technology:Software How-To
Creating and sharing reproducible development environments for AI experiments and production systems is a huge pain. You have all sorts of weird dependencies, and then you have to deal with GPUs and NVIDIA drivers on top of all that! brev.dev is attempting to mitigate this pain and create delightful GPU dev environments. Now that sounds practical!
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brev.dev
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Something missing or broken? PRs welcome!
Timestamps:
(00:00) - Intro
(00:45) - Welcome to Practical AI
(01:20) - Nader Khalil
(07:56) - Dependency issues
(10:22) - Stepping away from the classical approach
(13:55) - Getting excited about Brev.dev
(18:14) - Multi-cloud considerations
(24:57) - Brev.dev Templates
(31:16) - Collaboration with Brev
(32:59) - Brev in private environments
(35:30) - Nader's future
(39:05) - Outro
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