ZML is a programming model framework that allows users to build and deploy complex machine learning models with simple code. It supports multiple programming languages and platforms, making the transition from prototype design to production deployment more efficient. Key advantages of ZML include its simple API design, robust model deployment capabilities, and support for various hardware platforms. ZML is ideal for developers and data scientists looking for rapid development and deployment of machine learning models.