How do Dataiku, C3.ai's ExMachina, Sagemaker, Snowflake, Quicksight and Gooddata join datasets, modify/enrich data, train a machine learning model, access and store data and create visualization graphs. With videos.
Any solution to a productivity problem must address both organizational and cognitive rationality. I start my review journey into data platforms by loading a CSV to C3.ai Ex Machina and Dataiku DSS to understand how they leverage UX to meaningfully represent the data workflow.
The current discussion about the putative waning role of data scientists has to do with the technology that is available to non-data scientists. I am starting a multi-episode review of the platforms in this space. The first question is: what are the drivers of the data and AI workflows?