Technology Behind Deploying Data Products

Technology Behind Deploying Data Products

January 22, 2020
1:00 pm
CT  /
11:00 am
ET

Data Products are the scalable, reproducible outcomes of a data science workflow. Deploying data products takes different technology than deploying traditional software products, as data products are founded both on code and data. Versioning, integrating, delivering, and deploying products based on a constantly changing foundation like data requires that you have a way to version data sets, training artifacts, and collect user feedback data in order to automatically trigger machine learning updates in a fully adaptive environment.

Organizations need these tools and processes in order to deliver the value data science teams create to end-users. Join us for a detailed description of how to implement data products and realize ROI from your data science teams.

What you'll Learn

  • What a Data Product is

  • What Data Versioning is

  • How data versioning is a critical piece of most machine learning-driven data products

  • Why Molecula’s VDSs are an ideal choice for data versioning

  • What a computational task graph is

  • How to build computational task graphs to drive machine learning-driven data products

  • Why task graphs are often critical for working with larger teams when deploying data products

  • Why machine learning CI/CD is important for all data products

This webinar is presented by:

January 22, 2020
1:00 pm
CT /
11:00 am
ET

Hello,

Thanks for signing up! This webinar has already passed. You can watch the recording here:

https://www.experoinc.com/online-seminar/the-technology-behind-data-products

Thanks,

Ashley Hill

experoinc.com

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Add to Calendar Jan 22, 2020 01:00 PM Jan 22, 2020 02:00 PM America/Chicago Expero Online Seminar: Technology Behind Deploying Data Products Hi there, You are invited to a Zoom webinar. When: Jan 22, 2020 01:00 PM Central Time (US and Canada) Topic: Technology Behind Deploying Data Products Please click the link below to join the webinar: Meeting ID: 146027615 Passcode: Or iPhone one-tap : US: +16699006833,,146027615# or +16468769923,,146027615# Or Telephone: Dial(for higher quality, dial a number based on your current location): US: +1 669 900 6833 or +1 646 876 9923 Webinar ID: 146027615 International numbers available: https://zoom.us/u/acsMb87P67 Online Organizer sales@experoinc.com false 11/01/2017 aQLrFIbcEzIdjnmocmhs26086
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January 22, 2020
1:00 pm
CT /
11:00 am
ET

Hello,

Thanks for signing up! This webinar has already passed. You can watch the recording here:

https://www.experoinc.com/online-seminar/the-technology-behind-data-products

Thanks,

Ashley Hill

experoinc.com

Add to Calendar
Add to Calendar Jan 22, 2020 01:00 PM Jan 22, 2020 02:00 PM America/Chicago Expero Online Seminar: Technology Behind Deploying Data Products Hi there, You are invited to a Zoom webinar. When: Jan 22, 2020 01:00 PM Central Time (US and Canada) Topic: Technology Behind Deploying Data Products Please click the link below to join the webinar: Meeting ID: 146027615 Passcode: Or iPhone one-tap : US: +16699006833,,146027615# or +16468769923,,146027615# Or Telephone: Dial(for higher quality, dial a number based on your current location): US: +1 669 900 6833 or +1 646 876 9923 Webinar ID: 146027615 International numbers available: https://zoom.us/u/acsMb87P67 Online Organizer sales@experoinc.com false 11/01/2017 aQLrFIbcEzIdjnmocmhs26086
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Technology Behind Deploying Data Products

On Demand Webinar

Data Products are the scalable, reproducible outcomes of a data science workflow. Deploying data products takes different technology than deploying traditional software products, as data products are founded both on code and data. Versioning, integrating, delivering, and deploying products based on a constantly changing foundation like data requires that you have a way to version data sets, training artifacts, and collect user feedback data in order to automatically trigger machine learning updates in a fully adaptive environment.

Organizations need these tools and processes in order to deliver the value data science teams create to end-users. Join us for a detailed description of how to implement data products and realize ROI from your data science teams.

What you'll Learn

  • What a Data Product is

  • What Data Versioning is

  • How data versioning is a critical piece of most machine learning-driven data products

  • Why Molecula’s VDSs are an ideal choice for data versioning

  • What a computational task graph is

  • How to build computational task graphs to drive machine learning-driven data products

  • Why task graphs are often critical for working with larger teams when deploying data products

  • Why machine learning CI/CD is important for all data products

This webinar is presented by:

This event took place on
January 22, 2020
Drop your information below to watch the webinar

Hello,

Thanks for signing up! This webinar has already passed. You can watch the recording here:

https://www.experoinc.com/online-seminar/the-technology-behind-data-products

Thanks,

Ashley Hill

experoinc.com

Add to Calendar
Add to Calendar Jan 22, 2020 01:00 PM Jan 22, 2020 02:00 PM America/Chicago Expero Online Seminar: Technology Behind Deploying Data Products Hi there, You are invited to a Zoom webinar. When: Jan 22, 2020 01:00 PM Central Time (US and Canada) Topic: Technology Behind Deploying Data Products Please click the link below to join the webinar: Meeting ID: 146027615 Passcode: Or iPhone one-tap : US: +16699006833,,146027615# or +16468769923,,146027615# Or Telephone: Dial(for higher quality, dial a number based on your current location): US: +1 669 900 6833 or +1 646 876 9923 Webinar ID: 146027615 International numbers available: https://zoom.us/u/acsMb87P67 Online Organizer sales@experoinc.com false 11/01/2017 aQLrFIbcEzIdjnmocmhs26086
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January 22, 2020 1:00 PM
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Drop your information below to watch the webinar on demand

Hello,

Thanks for signing up! This webinar has already passed. You can watch the recording here:

https://www.experoinc.com/online-seminar/the-technology-behind-data-products

Thanks,

Ashley Hill

experoinc.com

Add to Calendar
Add to Calendar Jan 22, 2020 01:00 PM Jan 22, 2020 02:00 PM America/Chicago Expero Online Seminar: Technology Behind Deploying Data Products Hi there, You are invited to a Zoom webinar. When: Jan 22, 2020 01:00 PM Central Time (US and Canada) Topic: Technology Behind Deploying Data Products Please click the link below to join the webinar: Meeting ID: 146027615 Passcode: Or iPhone one-tap : US: +16699006833,,146027615# or +16468769923,,146027615# Or Telephone: Dial(for higher quality, dial a number based on your current location): US: +1 669 900 6833 or +1 646 876 9923 Webinar ID: 146027615 International numbers available: https://zoom.us/u/acsMb87P67 Online Organizer sales@experoinc.com false 11/01/2017 aQLrFIbcEzIdjnmocmhs26086
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