How to Design Better Machine Learning Systems with Machine Learning Canvas

Since the release of Osterwalder's Business Model Canvas in 2008 new canvases for specific niches have appeared. Today we have canvases for creating new gamification models, canvases for event design, for shaping a corporate culture and even for developing machine learning applications. Machine Learning Canvas is a template for designing and documenting machine learning systems. It has an advantage over a simple text document because the canvas addresses the key components of a machine learning system with simple blocks that are arranged based on their relevance to each other. This tool has become popular because it simplifies the visualization of a complex project and helps to start a structured conversation about it.