Automated machine learning is an umbrella name for tools, libraries, and toolkits that automate parts of the (previously human) process of creating machine learning pipelines and applying the technology to real-world use cases. This includes tools to automatically preprocess and clean data, select features, and optimise model parameters. This kind of utility or service makes a data scientist more productive and we welcome it as a form of automated machine learning.
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