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Lightbend Blog | Ml

machine-learning ml fast-data-platform fast-data streaming
September 14, 2018

How Machine Learning Works: 3 Resources To Learn And Develop ML Applications

Machine Learning is one of the hottest topics in software engineering today. While it can deliver major competitive advantages, it’s also very challenging: creating the models is just the first step... 

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Oliver White

Chief Storyteller
newsletter reactive-architecture ml reactive-manifesto
August 10, 2018

Lightbend Newsletter - August 2018

Welcome to the Lightbend newsletter update for August 2018! Take a look at the video above to get the low-down in just 1 minute, and for those of you who don't receive our regular monthly newsletter, below you can find what we covered in our latest issue...

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Oliver White

Chief Storyteller
machine-learing ml fast-data-platform
March 26, 2018

Concept Drift: Monitoring Model Quality in Streaming ML Applications

In this webinar by Emre Velipasaoglu, Principal Data Scientist at Lightbend, we review why machine learned models built on data observed within a fixed time period usually suffer loss of prediction quality due to what is known as "concept drift".

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Oliver White

Chief Storyteller
machine-learning ml scala akka-streams flink
January 15, 2018

Operationalizing Machine Learning - Serving ML Models

In this webinar, we are joined by O’Reilly author and Lightbend Principal Architect, Boris Lublinsky, as he discusses one of the hottest topics in software engineering today: serving machine learning models.

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