ishcheklein

32 ms·

91.
by ishcheklein 6y ago
Nice! I've been using https://pwsafe.org/ + Dropbox for quite a while. Is it similar, what are the new features?
92.
by ishcheklein 6y ago
I think it's orthogonal question, right? Even if there were some mistakes, how many more death there would have been if they were not thinking about rigorous process behind ML development?
93.
by ishcheklein 6y ago
Ideas discussed in his post might seem too far from the reality and controversial, but first don't forget they have been doing Tesla's self-driving ML models for a few years now - so, he definitely has some material to generalize.
94.
Mmhmm(youtube.com)
4 points by ishcheklein 6y ago|0 comments
95.
by ishcheklein 6y ago
I think DVC (+CML) is a good solution for this. It "wraps" artifacts that you store into Git. And Git repo abstracts access to the cloud. In your case of the mounted storage it will look like `git pull` + `dvc checkout` after mode
96.
by ishcheklein 6y ago
Thanks! we'll check it out and be in touch.
97.
by ishcheklein 6y ago
Agreed! I think, it's similar to software engineering. It's not that often that large websites are being deployed to prod without someone approving/QA-ing it manually first, right? CI/CD systems in this case help automat
98.
by ishcheklein 6y ago
Hey Sytse! Thanks for the kind words. We're very interested in a deep integration with Gitlab :) Can you share some examples of these security scan reports, please? Right now, we return CML reports as comments in Merge Requests like th
99.
by ishcheklein 6y ago
Hey! Disclaimer - I'm one of the DVC maintainers :) Super excited for the team on this release! For the last two years we have seen over and over again how our users take DVC and use it inside Gitlab, Github, etc. This product was born
100.
by ishcheklein 6y ago
Hey, DVC maintainer here. For those who interested in this topic, I like this one about the same problem - https://petewarden.com/2018/03/19/the-machine-learning-repro... (industry focused) and an excellent t
101.
by ishcheklein 6y ago
It helps developing and prioritizing features faster. What is so harmful about it? Assuming it's anonymized properly, if no one resells it, if it's explicit (doesn't matter opt-in or opt-out).
102.
by ishcheklein 6y ago
Congrats! We've been happy using it for our python projects.
103.
by ishcheklein 6y ago
This looks awesome! Gonna try to use it for DVC where we need to show tables of experiments, metrics, etc.
104.
by ishcheklein 6y ago
There are two projects that take this direction - Splitgraph and Dolt.
105.
by ishcheklein 6y ago
Interesting, what are the benefits of using this vs Sagemaker?
106.
by ishcheklein 6y ago
"Powered by open source OrgStack's core validation engine is open source and available to the community." - repo is not available? Feels like an empty landing page to test the idea at this moment.
107.
by ishcheklein 6y ago
Okay, thanks! I think I got the idea. Have you seen Quilt btw? They had the same message initially - Docker for Data, packaging data, etc. Implementation was very different though. I somewhat don't like this analogy btw, see how you me
108.
by ishcheklein 6y ago
Thanks! Still trying to wrap my mind around use cases :) What is the main adoption path for the tool do you see? People who use flat files and they are large enough and/or need some provenance? Or people who already have Postgres and t
109.
by ishcheklein 6y ago
Here is one of the DVC maintainers :) Congrats! It's great to see more tools for codifying data in different scenarios. To be honest, since you introduce a new workflow and a few new concepts it's not that easy to get the right pe
110.
by ishcheklein 6y ago
How does exactly it handles security? Will it be another hell like Adobe Flash was?
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GitOps for Data and ML
4 points by ishcheklein 6y ago|1 comments
112.
Streamlit open-source MLOps raises 21M(news.crunchbase.com)
5 points by ishcheklein 6y ago|0 comments
113.
by ishcheklein 6y ago
Nice! I moved ~5years ago to the US from Moscow - was nice to get back virtually :)
114.
by ishcheklein 6y ago
I'm co-founder of Iterative.ai /DVC.org (open source tools for ML) and doing conferences/meetups is an essential part of the business for us (kinda marketing for dev tools). I would definitely recommend you to connect and tal
115.
by ishcheklein 7y ago
DVC (Iterative) | REMOTE | FULL-TIME | OPEN SOURCE | dvc.org (iterative.ai) Our mission is to build widely adopted tools that solve complexity of dealing with data and ML. Think of Hashicorp (Terraform, Vault, etc) for MLOps. We love open s
116.
by ishcheklein 7y ago
DVC (Iterative) | REMOTE | FULL-TIME | OPEN SOURCE | dvc.org (iterative.ai) We are Hashicorp (Terraform, Vault, etc) for MLOps. Our mission is to build widely adopted tools that solve complexity of dealing with data and ML. We love open sou
117.
by ishcheklein 7y ago
Thank you! It all makes sense.
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by ishcheklein 7y ago
A technical question - how does your system work in the IRIS or other examples you have? It looks like it hides under the hood a few things compared to this implementation - type of the model (tensorflow) and the logic that fetches it from
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by ishcheklein 7y ago
Nice! Thanks for creating the integration. I'm one of the maintainers of the DVC project and would be happy to answer any questions.
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by ishcheklein 7y ago
It's mentioning DVC inside it, I would be happy to discuss and answer any questions as one of the maintainers.

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