The most advanced ML Observability product in the market
Building an ML platform is nothing like putting together Ikea furniture; obviously, Ikea is way more difficult. However, they both, similarly, include many different parts that help create value when put together. As every organization sets out on a unique path to building its own machine learning platform, taking on the project of building a […]
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We’re excited 😁 to share that Forbes has named Aporia a Next Billion-Dollar Company. This recognition comes on the heels of our recent $25 million Series A funding and is a huge testament that Aporia’s mission and the need for trust in AI are more relevant than ever. We are very proud to be listed […]
When processing jobs fail they often leave important fields empty. Other times, a third-party vendor may simply omit or deprecate a field in their API without notice. When this happens, the model is not receiving data for fields that it is trained on and expecting. While some models are able to deal well with missing values, many are not.
Learn more about dropped fields and how it affects your model in production.