Can technology help us reduce the effects of the next COVID-19 or prevent future biological threats? The hidden, near-invisible quality of viruses such as COVID-19 make biological threats some of the most dangerous that our civilization faces. Even nuclear risks can be easier to identify and monitor. Threats from new diseases and viruses are not...
Creating a great machine learning system is an art. There are a lot of things to consider while building a great machine learning system. But often it happens that we as data scientists only worry about certain parts of the project. But do we ever think about how we will deploy our models once we […]
In this multi-part series, I’ll walk you through how I set up an on-premise machine learning pipeline with open-source tools and frameworks.Prologue: Model...