How to evaluate MLOps Platforms

Companies that pioneered application of AI at scale did so using in-house ML platforms (facebook, uber, LinkedIn etc.). These capabilities are now available in off-the-shelf products. The rush to MLOps has led to too much choice. This is a very difficult landscape to navigate. Let's understand the big challenges and then we'll introduce some new free material that aims to address these problems.