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How To Deploy Machine Learning Models in Production
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#datascience #datasciencefestival #machinelearning
In this hands-on session Elliot Marsden and Rohit Naini, Data Scientists at Cleo, talk through the specifics of how to train and deploy a machine learning model in production. They cover the awkward bits of using a ML model to make real-time decisions and walk through a framework to standardise how you can experiment, build, package, maintain, re-train and deploy your model into a production environment. You’ll learn how to do all this in a way that scales well, and (probably) won’t break your product.
#datasciencefestival
#DIsummerschool
#machine learning
In this hands-on session Elliot Marsden and Rohit Naini, Data Scientists at Cleo, talk through the specifics of how to train and deploy a machine learning model in production. They cover the awkward bits of using a ML model to make real-time decisions and walk through a framework to standardise how you can experiment, build, package, maintain, re-train and deploy your model into a production environment. You’ll learn how to do all this in a way that scales well, and (probably) won’t break your product.
#datasciencefestival
#DIsummerschool
#machine learning