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Joel is definitely not alone, I agree wholeheartedly with everything mentioned in the slides. I'd like to highlight that Notebooks do have use in pre-productio
by ruksi 8y ago
Joel is definitely not alone, I agree wholeheartedly with everything mentioned in the slides.
I'd like to highlight that Notebooks do have use in pre-production while your are exploring data subset and trying out your initial hypothesis. But please, don't throw away decades of software development best practices and reliability for mere development convenience.
We are providing machine learning tooling and our CTO published a blog post talking about the same exact issues we keep encountering with dozens of customers. (https://blog.valohai.com/leveling-up-your-ml-code-from-notebook https://blog.valohai.com/leveling-up-your-ml-code-from-noteb...)