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My framework for Machine Learning Products — Part 1 of 3

The Product Coalition

UX, Processes, and Data, all contribute to the success of a Machine Learning model. Here they are at a glance: Identify the problem There are no alternatives to good old fashioned user research Get the right data set Machine learning needs data?—?lots Invest in user research There are no shortcuts to good old fashioned user research.

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Product Mindset: Encouraging Ownership in a Scrum Team

The Product Coalition

The Steps and Exercises of the Product Mindset Workshop The product mindset workshop comprises of seven steps, starting with the product vision to the business model to personas to ideation: 1. Product Vision We start the workshop with a recap of the product vision?—?why our product vision?—?is Show Me the Money?—?the