BigQuery ML: Machine Learning with Standard SQL

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In this episode of AI Adventures, Yufeng introduces BigQuery ML, which allows you to build machine learning models right within BigQuery, using SQL! That means no more copying big tables of data around, and more chances to find insights to your dataset!

product:BigQuery; full name:Yufeng Guo;

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I worked with GA for years and have just started on BigQuery, but this is a good example of how useful this can be.

gavz
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Wow - how brilliant is that!?! I had no idea you could do this! Just next month I have been assigned to building a churn model for a client whose data resides in BQ. If I can get a good model from the logistic regression, it will make everything so much easier! Thanks! :)

pjerrots
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This is a good starter example to help understand BQ ML for Linear Regression. I plan to work through the other examples too. Good job Google 👍🏾.

jwhite
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Thank you Yufeng, excellent presentation, BigQuery ML is certainly a fantastic tool.

RobinYoulton
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Makes life easier to have this where the data is, that's for sure. Great idea!

economyxai
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Guo... you're great at explaining and teaching. Please keep these coming - thank you!

samkazery
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typo at 0:38, should be linear regression

antoniomariano
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This is crazy! I didn't know about this. Love it. You guys are killing it. I gotta try this out soon on my new YouTube channel! I wish everyone a splendid day! 😁👍

joseortiz_io
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It looks like there are a few mistakes in this video, the date range is not updated in the query for instance on ML.evaluate

will
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Did not knew anything about BQML before.. Now getting an idea

arjunk
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There might be an error at 0.43s. Shouldn't that be linear regression and not logistic regression. 😊

ayushthakur
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Slide mistake at 0:46 the first item should read 'Linear Regression'

mikemagss
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Could you maybe link the public dataset that you are using here?

yawarkhalid
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My question is, Can I predicted sales in the future with this model?

jasonghm
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How do you get your data from Cloud SQL to be used in BigQuery for ML?

TimeoutMegagameplays
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Do you need a GA360 licence to query this kind of combined user data?

frankfuxa
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Haha, 1:10 may be a typo for the first line. * Liner instead of Logistics

ioia
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