Tag: Docker

How we deployed a scikit-learn model with Flask and Docker

In our last post we discussed our customer satisfaction prediction model. We used AzureML studio for our first deployment of this machine learning model, in order to serve real-time predictions. In this post we would like to share how and why we moved from AzureML to a Python deployment using Flask, Docker and Azure App Service. During this time we also tried Azure Function with Python. In addition, we open-sourced a sample Python API with Flask and Docker for machine…

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Your CI can be a whole lot better

Tweek is an open source feature management project that we’re developing here at Soluto. Or in other words – our baby. Like every open source project, Tweek also needs a reliable and fast CI process that can build and test it. Tweek has multiple services (.Net Core and NodeJs) and a website (NodeJs), and we chose Docker to deploy them. We need a CI solution to build and test each of the components separately, and then test all of them…

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