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
Feb 21, 2023 MLOpsMLOps 101 MLOps is Not Always DevOps This article was written in collaboration with Anindya Saha (Machine Learning Platform Engineer at Lyft) and Alon Gubkin (CTO at Aporia). We all... Alon Gubkin Feb 21, 2023 Learn More 7 min read
Jan 12, 2023 MLOpsProduct Updates Aporia Releases New Docs We are excited to announce that we have just released a revision of our documentation. It took a quick second... Alon Gubkin Jan 12, 2023 Learn More 2 min read
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... Alon Gubkin Jan 05, 2023 Learn More 5 min read
Dec 25, 2022 Data ScienceMLOps Target, Walmart, Macy’s & Kohl’s: Demand Forecasting in a Dynamic World Demand Forecasting ML models present huge potential for retailers to generate a lot of revenue and streamline the business. While... Alon Gubkin Dec 25, 2022 Learn More 11 min read
Nov 03, 2022 Data ScienceMLOps Aporia & ClearML: A Full-Stack MLOps Platform – From Training to Production Building an ML platform is nothing like putting together Ikea furniture; obviously, Ikea is way more difficult. However, they both,... Alon Gubkin Nov 03, 2022 Learn More 6 min read
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
