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BaseTen: Creating Machine Learning APIs with Tuhin Srivastava and Amir Haghighat

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Manage episode 292946839 series 1433944
Innehåll tillhandahållet av Machine Learning Archives - Software Engineering Daily. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Machine Learning Archives - Software Engineering Daily eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.

Application Programming Interfaces (APIs) are interfaces that enable multiple software applications to send and retrieve data from one another. They are commonly used for retrieving, saving, editing, or deleting data from databases, transmitting data between apps, and embedding third-party services into apps.

The company BaseTen helps companies build and deploy machine learning APIs and applications. Using pre-existing ML models, or choosing from BaseTen’s library of pretrained models, BaseTen helps you instantly deploy API endpoints powered by those models to use in your applications. These APIs easily scale and integrate with existing data sources. BaseTen’s serverless infrastructure enables chaining model outputs and pre- and post- processing code. They also use a drag-and-drop UI builder to create custom UI’s for the applications, all without learning React.

In this episode, we talk with Tuhin Srivastava and Amir Haghighat, founders at BaseTen. Tuhin previously founded Shape, and also worked as a Data Scientist at Gumroad. We discuss machine learning API development, scaling ML-driven applications, and the capabilities of BaseTen’s technology.

Sponsorship inquiries: sponsor@softwareengineeringdaily.com

The post BaseTen: Creating Machine Learning APIs with Tuhin Srivastava and Amir Haghighat appeared first on Software Engineering Daily.

  continue reading

176 episoder

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iconDela
 
Manage episode 292946839 series 1433944
Innehåll tillhandahållet av Machine Learning Archives - Software Engineering Daily. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Machine Learning Archives - Software Engineering Daily eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.

Application Programming Interfaces (APIs) are interfaces that enable multiple software applications to send and retrieve data from one another. They are commonly used for retrieving, saving, editing, or deleting data from databases, transmitting data between apps, and embedding third-party services into apps.

The company BaseTen helps companies build and deploy machine learning APIs and applications. Using pre-existing ML models, or choosing from BaseTen’s library of pretrained models, BaseTen helps you instantly deploy API endpoints powered by those models to use in your applications. These APIs easily scale and integrate with existing data sources. BaseTen’s serverless infrastructure enables chaining model outputs and pre- and post- processing code. They also use a drag-and-drop UI builder to create custom UI’s for the applications, all without learning React.

In this episode, we talk with Tuhin Srivastava and Amir Haghighat, founders at BaseTen. Tuhin previously founded Shape, and also worked as a Data Scientist at Gumroad. We discuss machine learning API development, scaling ML-driven applications, and the capabilities of BaseTen’s technology.

Sponsorship inquiries: sponsor@softwareengineeringdaily.com

The post BaseTen: Creating Machine Learning APIs with Tuhin Srivastava and Amir Haghighat appeared first on Software Engineering Daily.

  continue reading

176 episoder

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