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Automated machine learning.
These days even a great deal of machine learning and deep learning is being automated, as we learned when we dedicated an episode to automated machine learning, and heard from Randal Olson, lead data scientist at Life Epigenetics.
Batch effects are one of the main sources of variation in evaluating the performance of automated machine learning approaches.
He described what he termed "automated machine learning" as one of the most promising research avenues his team was exploring.
Now the company plans to sell this kind of "automated machine learning" technology to other businesses across the globe.
Alaa, A. M. & van der Schaar, M. Prognostication and risk factors for cystic fibrosis via automated machine learning.
He thinks companies and researchers are well motivated to find ways to make automated machine learning practical.
Automated machine learning algorithms work well in certain environments.
To do this it makes use of statistical analysis techniques, analytical queries and automated machine learning algorithms.
While Splunk uses automated machine learning to help detect anomalies, that machine learning has to be guided by humans who help the product learn between what's a real threat and what's not.
That's the scale of automated machine learning that's now possible.
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