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Exposing Machine Learning Models as a Microservice – 28 november 2019 – Amsterdam

Exposing Machine Learning Models as a Microservice

In Collaboration with Visser & van Baars (https://www.visservanbaars.nl), we want to invite you to share your experience and questions about Microservices Architecture and Machine Learning/AI.

Program
18:30 Doors open + ???
19:00 Speaker 1
19:45 Break
20:00 Speaker 2
20:45 End + drinks

Microservices Architecture and Machine Learning/AI are two popular topics nowadays. So how can we place ML models into Microservices Architecture?

Each service in Microservices Architecture can expose APIs to serve its consumers. API development is a separate expertise and can be challenging for Data Scientists as well as Data Engineers. Often companies hire Data Scientists to analyze data and build ML models. They also hire Data Engineers to set up data infrastructure for efficiently collecting, processing and storing data pipelines. After setting up the data infrastructure and building models next step is to industrialize those models. There are several different ways of industrialization. A model could be deployed in a batch mode to do one off predictions or can be integrated into streaming applications to do continuous near real-time predictions. Another way to industrialize is deploying ML models as an API for on-demand predictions. In this demo presentation we will talk about industrialization of ML models in general and show you how you can build an API to expose your model.

Volkan Dogan:

I am a software engineer and trainer with almost 15 years of hands-on experience in designing, developing and maintaining Low Latency, High Availability, scalable software applications. I moved to the Netherlands 12 years ago from Turkey. I had worked as a Freelance software engineer for about 3,5 years before I started Pivot Horizon as a Co-Founder.

Dennis de Weerdt:

I am a recently graduated software engineer from the Netherlands, with a specialization in machine learning and formal verification. I obtained by Master’s degree in Denmark. I joined Pivot Horizon in August this year, and seek to develop myself as a professional skilled in both data science and data engineering.

Exposing Machine Learning Models as a Microservice

Thursday, Nov 28, 2019, 6:30 PM

De Nieuwe Poort
Claude Debussylaan 2 Amsterdam, NH

110 Development Heroes Attending

In Collaboration with Visser & van Baars (https://www.visservanbaars.nl), we want to invite you to share your experience and questions about Microservices Architecture and Machine Learning/AI. Program 18:30 Doors open + ??? 19:00 Speaker 1 19:45 Break 20:00 Speaker 2 20:45 End + drinks Microservices Architecture and Machine Learning/AI are two popu…

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CONTRIBUTION ESTI 

Esti developers objective is to attract, retain and inspire international talent. As an Amsterdam based IT recruitment agency we find it important that the international professionals that that we guide to work develop a social and professional network in the vibrant tech scene of Amsterdam. For this reason we feature a selection of relevant events on our websites. We selected this event for you because it provides a perfect fun opportunity to socialise and expand your network giving you the opportunity to connect with expats and locals sharing the same interests.
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