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Machine Learning Data Quality Survey
Dec 12, 2022
Want to influence the direction of machine learning data quality?
Key challenges in ML today are a result of the quality of the data itself. We spend too much time working on finding data to train with or inspecting data to find and fix common errors. We are looking to help change all that starting with your help in our ML Data Quality Survey.
In this survey, we'd like to explore the type of data you work with, the types of errors you encounter, and the tools you work with today.
Your response will influence discussion and solutions for the broader ML community. Here's what we will do with the anonymized survey data:
Share a free report with the broader ML Community with commentary from experienced ML practitioners.
Work with partners on solving common use cases.
Inform the direction of our free instant ML data debugging tool.
Hosting a data quality event to foster discussion around the pain experienced per our survey results with experienced ML practitioners and data quality partners.
As a thank you, you'll be the first to receive a copy of the report. And you'll also be entered to win an Amazon gift card for the amount of $200 or $500 USD.
If you have a few minutes you can take the survey here. Thank you for your help!
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