MAIOT Reviews

MAIOT Description

Machine Learning that is ready for production is commoditized. ZenML, the most popular MAIOT product, allows you to build reproducible Machine Learning pipelines using an extensible, open source MLOps framework. ZenML pipelines can be used to perform experiments, from data versioning to the deployment of a model. The core design is built around flexible interfaces that can accommodate complex pipeline scenarios. It also provides a simple, battery-included "happy path" to success in common use cases without any boilerplate code. Data Scientists should be able to focus on the use-cases, goals, and ultimately, Machine Learning workflows, and not the underlying technologies. We want to help Machine Learning professionals adopt new technologies as quickly as possible, as both the Software and Hardware landscapes are changing rapidly. To do this, we will decouple reproducible workflows that can be used to produce Machine Learning from the required tools.