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Snorkel Review

2

Β·

Very good

Revainrating 4.5 out of 5Β Β 
RatingΒ 
4.4
Artificial Intelligence, Data Science and Machine Learning

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Description of Snorkel

Modern AI approaches require massive labeled training datasets to learn from, which traditionally rely on armies of human annotators to label by hand. In Snorkel Flow, users programmatically label, build, and augment training data to drive a radically faster, more flexible, and higher quality end-to-end AI development and deployment process

Reviews

Global ratings 2
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Type of review

Revainrating 4 out of 5

A tool that can make building machine learning applications so quick & so amazing!

We used snorfle for several months now in our team at A2Z Media Group (a digital agency). It's been an amazing experience so far! The support is top notch as well - they're always very quick with answering questions or helping out when things go wrong. I can't think about anything that would be bad if you use it :) Our biggest challenge was getting started using this tool because we had no prior knowledge how exactly does one make good machine learning models work together effectively without…

Pros
  • The documentation is very good they always support you when you work with the tool to make it work for you
Cons
  • We had some bad experience with using a tool that we used for one of our applications it is a very good tool and we would use it for sure if you are able to support it with questions

Revainrating 5 out of 5

Great for quickly developing solutions and iterating on them easily

The ability for me as an engineer is that I can quickly iterate my solution without having to wait days waiting for humans to come in and do something. It's also great because it lets you go back into the code later if there are things that need fixing or changing. Sometimes when using snorkel, its difficult to get results out of certain parts of your application. If not careful with what you're doing, it could cause issues down the road due to how some fields work within snorkel. This isn't…

Pros
  • Allowing everyone involved more freedom during sprint planning meetings instead worrying over whether someone had time available/available hours etc.
Cons
  • Some difficulties