Category: H2Oai
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Use Matrix Factorization and H2O to Replace Missing Value
I stumbled across an interesting Reddit post about using matrix factorization (MF) for imputing missing values. I show a python tutorial on how to do it.
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How to Use Isolation Forests in H2O.ai
While there are other methods of outlier detection like LOF (local outlier factor), it appears that Isolation Forests tend to be better than One-Class SVM’s in finding outliers.
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How to Install H2O Wave on AWS Lightsail or EC2
If you’ve never heard of H2O Wave then you have been missing out on a new cool app development framework. We use it at H2O to build AI-based apps and you can too, or use it for all other kinds of interactive applications.
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H2O Wave App Tutorials
H2O Wave Tutorial post for you all here. I will add to this as I go along and build more apps.