Open utterances-bot opened 2 years ago
Hey Lj, really enjoyed reading this series. Had a few questions about this post,
Cheers
Hi @tpgmartin , thanks for reading!
Would you expect these types of tools to fall into "adopt" as they become more mature?
It's definitely going to be the case. You can draw some parallels with the Gartner hype cycle here as well.
is the movement of piecemeal tools from trial to adopt easier because they are easier to swap in and out
My opinion here may have changed a bit. Before, I'd say a definite yes because you can just swap out piecemeal tools into your overall platform. But remember that "swapping out" means:
And usually these activities cost a lot. Recently I've been more comfortable with all-in-one solutions yet still remain to be risk-averse: e.g. use all-in-one solutions from known cloud platforms like GCP, AWS, etc. Yes, they're a hard commit, but I'd rather follow the platform's whims so that I can ship my product / service much faster.
Thanks for the interesting questions!
Navigating the MLOps tooling landscape (Part 3: The Strategies)
In Part Three of "Navigating the MLOps tooling landscape," I'll talk about some adoption strategies that we can use given the variety of MLOps tools
https://ljvmiranda921.github.io/notebook/2021/05/30/navigating-the-mlops-landscape-part-3/