Figure 2: Hypothesis Development CanvasThe Hypotheses Development Canvas includes the following:A Vision Workshop accelerates the collaboration between the business stakeholder and the data science team to identify the hypothesis requirements that underpin data science engagement success. Now to complete the loop, I introduce the Machine Learning Canvas..Figure 3: Machine Learning Canvas (Big Data MBA Version)For purposes of our data science work, we needed to add to panels: A successful data science engagement requires close collaboration with the business stakeholders throughout the development process to:We now have the three design canvases that allow us to not only link our business model to the data science and machine learning efforts, but the data science team can now have a direct “line of sight” from how their work impacts the business models.. More details