I like to divide my machine learning education into two eras ... I’m always delighted when I discover a tool that makes model-building fun, intuitive, and friction-less. That couldn’t be ...

However, many toolkits are focused on a narrow aspect of machine learning model development, such as building deep learning neural networks, or specific kinds of supervised learning models.

While most focus on issues of model building and infrastructure scaling, Vollet also looks at the user view, or frameworks for building user interfaces for applications utilizing machine learning.