As long as data is available, Machine Learning has a great potential to support scientists in their everyday work. In this talk we will see how the Blue Brain Project has leveraged Machine Learning to create tools that scientists can use. In particular, we will go through the development process by looking at it as an active collaboration process with the users, from the initial requirements collection to the final deployment.

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