New startups, open-source applications, and big co services will emerge to make use of this data. It's one of the most cost-effective way to foster innovation, and, unlike research & education (which are also critical), it has short-term returns
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Prikaži ovu nit
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http://data.gov was created for this purpose in 2008, mostly hosting simpler datasets. It can be a lot more comprehensive with options such as model sharing. I guess we need Obama to come back.
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@Parisa__Rashidi said that’s why we run@usdatagov and@CodeDotGov has tagging standards for AI code and models; https://code.gov/assets/data/ai_inventory-guidance.pdf …
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I wrote about
#OpenData here: http://rocketdatascience.org/?p=410 Also see:
https://www.datacoalition.org/ @DataCoalition
https://www.datainnovation.org/ @DataInnovation
https://www.tylertech.com/products/socrata … @socrata ... includes: https://dev.socrata.com/data/
https://strategy.data.gov/
#GovDATAxpic.twitter.com/9BdBaZdvun
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US government fed agencies have recent mandate to make public previously hard to get datasets based on public requests. If there's specific data you know is out there, message that agency via contact details on their https://data.<agency>.gov page
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In my exp. APIs are lousy for ML training data as you need to download a large amount of data piece by piece before you can effectively determine whether it will work for your purpose. Few APIs are built to have (1) relevant ML details up front & (2) download everything button
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We don't think APIs are the answer. For many applications, you need to see the entire dataset. We have a really simple, open source format for data sharing called Dolt. It's Git semantics around a SQL database. https://www.dolthub.com .
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Unfortunately, the eventual end game is for-profit co's lobbying the govt to handicap the govt orgs that gave the data for free in the first place. Strong licensing laws and non-compete clauses need to be in place for this to not back fire. Recent Ex:https://youtu.be/qMGn9T37eR8
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