Google just announced ML Hub, a one-stop destination for developers to get guidance on training and deploying their ML models.
The platform aims to make it easier for developers to understand how to generate models based on their data and get step-by-step directions for deployment.
ML Hub is launching with toolkits covering common use cases, with plans for regular updates and new releases.
The focus is on open source, but the toolkits will provide a "glide path into the Google cloud." However, there's no lock-in, and the commitment is that this is open source that can be used anywhere.
The goal is to democratize machine learning and make it more accessible, covering a wide range of types of models and technology.