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
Dec 16, 2021 Data ScienceMLOpsMLOps 101 Best Feature Stores for MLOps For more and more data science teams, feature stores are becoming an essential part of their ML pipeline. If your... Aporia Team Dec 16, 2021 Learn More 5 min read
Nov 18, 2021 Data ScienceMLOps 101 Best Data Versioning Tools for MLOps How does your team keep track of all your data for your machine learning models and experiments? This is a common... Aporia Team Nov 18, 2021 Learn More 4 min read
Nov 03, 2021 Data ScienceMLOps 101 Best Training Orchestration Tools for MLOps In recent years the MLOps space is continuing to grow with more tools that are designed to make model building... Aporia Team Nov 03, 2021 Learn More 6 min read
