Alon Gubkin Jan 05, 2023 MLOpsProduct Updates DDC – Direct Data Connectors: Monitoring Large Scale Data Made Easy Intro We are excited to announce Direct Data Connectors (DDC), a novel way to monitor your Machine Learning models in production by connecting directly to your training and inference datasets. DDC allows you to monitor without... Learn More 5 min read MLOpsProduct Updates
Sep 29, 2022 Data ScienceMLOps SHAP: Are Global Explanations Sufficient in Understanding Machine Learning Predictions? After training a machine learning (ML) model, data scientists are usually interested in the global explanations of model predictions i.e.,... Nitzan Guetta Sep 29, 2022 Learn More 5 min read
Aug 30, 2022 Data ScienceMLOps 4 Reasons Why Machine Learning Monitoring is Essential for Models in Production Machine learning (ML) is a field that sounds exciting to work in. Once you discover its capabilities, it gets even... Nimrod Carmel Aug 30, 2022 Learn More 7 min read
Aug 03, 2022 Data ScienceHow-ToMLOps How to Choose the Right Solution for Machine Learning Monitoring Quite a number of machine learning failures today are caused by either software system failures or machine learning-specific failures. Sometimes... Ejiro Onose Aug 03, 2022 Learn More 12 min read
Jun 30, 2022 Data ScienceMLOps DALL-E Mini: A Lesson in Unintentional Machine Learning Bias Over the last year and a half, there has been a major leap forward in the text-to-image space, where deep... Tom Alon Jun 30, 2022 Learn More 6 min read
Jun 01, 2022 Data ScienceMLOps Forbes names Aporia a Next Billion-Dollar Company We’re excited 😁 to share that Forbes has named Aporia a Next Billion-Dollar Company. This recognition comes on the heels... Aporia Team Jun 01, 2022 Learn More 2 min read
May 31, 2022 Data ScienceMLOps The Curious Case of Unity: Where ML & Wall Street Meet During the past few weeks, tech companies have dominated the news, from a massive slide in share prices to Elon... Nimrod Carmel May 31, 2022 Learn More 4 min read
