Data Science Best Practices : From Proof of Concepts to Production

As the industry understands the importance of Data Science for transforming businesses an interesting trend is arising. We have started seeing a widening gap & increasing difficulty to move teams from Proof of Concepts to Production. Apart from searching for the best data scientists, the industry is now looking for answers to organize & federate the data teams around practical business use cases. In this talk, Yasir Khan will provide an overview of the bottlenecks, and hurdles involved in a practical data project. While citing lessons learned from industry, this presentation will focus on important aspects such as business centric, data culture, data pipelines, organization, methodology & tools all of which are important but seldom ignored in large corporations.