Algorithmia
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Algorithmia makes applications smarter, by building a community around algorithm development, where state of the art algorithms are always live and accessible to anyone.
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- Freemium
- Proprietary
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- Online
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AutoML: when you want to be completely out of the think loop.
Predictive analytics - machine learning is when a lot of data is used to predict some other data by finding which parts affect which other parts. The goal is to reduce RMSE and that is a pretty simple metric. There used to be a time when a data scientist had to munge wrangle data, create generate and select features, select models and hyperparameters and maybe even understand the data. Not anymore. Now the system just runs its self and out pops the best possible answer with less interpret-ability than there ever used to be.
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