Product Development for Data Science – From Idea to Production in 7 Phases
Simon Stiebellehner, on 26-02-2021Category: Data Science & AI, Development
Towards the end of 2020, Melissa Perotti and I held a talk on Product Development for Data Science Products at GoDataFest – the (this time virtual) festival of Data Technology. We elaborate on how we follow a 7-phase process to take Data Science projects from idea to prototype and from prototype to production. About the talk In every industry, a remarkably large share of Data Science (DS) projects fail. There are various reasons why DS projects may come to a halt: Data quality or size is insufficient, the model doesn’t…
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