Continuous Delivery for Machine Learning Systems – All Day DevOps – CompuZest Continuous Delivery for Machine Learning Systems – All Day DevOps – CompuZest

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Continuous Delivery for Machine Learning Systems – All Day DevOps

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Description: Machine Learning workflow includes data management, experiment management (model training & development), model deployment, serving, and retraining. Training a model takes hours & some times days & typically deals with a large dataset. Training & serving a model also require special resources like high-density cores & GPUs.

In this talk, we will look at how Continuous Delivery for Machine Learning looks like using anecdotes and how to use cloud-native technologies to perform various steps in a Machine Learning workflow. We will also be talking about how it is different from deploying other software and what are the various aspects to consider. We will also be looking at different tools available to enable Continuous Delivery for machine learning.

Date

Nov 12 2020
Expired!

Time

12:30 pm