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 […]
We all use default values in our code: it could be 0, it could be -1. Maybe your default value of choice is NaN or something else. Code, and especially the model, assume that the default value will not change.
When a default value is changed without the relevant parties knowing, for example, the data science team, it can result in unexpected inputs and unexpected behavior of a model.
Learn more about how this can affect your model in production.
