Introduction to OptiML: Automatic Model Optimization

Very useful feature… Automated AI/machine learning is the future.

The Official Blog of BigML.com

BigML’s upcoming release on Wednesday, May 16, 2018, will be presenting a new resource to the platform: OptiML. In this post, we’ll do a quick introduction to OptiML before we move on to the remainder of our series of 6 blog posts (including this one) to give you a detailed perspective of what’s behind the model optimization part of the release. Today’s post explains the basic concepts that will be followed by an example use case. Then, there will be three more blog posts focused on how to use OptiML through the BigML Dashboard, API, and WhizzML for automation. Finally, we will complete this series of posts with a technical view of how OptiML works behind the scenes.

Understanding OptiML

At BigML, we are believers of human-in-the-loop Machine Learning and the importance of feature engineering which is driven by subject matter expertise in real-life situations.  As such…

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