DevDays Europe 2019

 

May 14-16, 2019

Ariadni Karolina Alexiou

Independent Consultant, UK

BIO

Well-rounded Python developer with over 5 years of experience in data science and web development teams. A believer in building things right, building the right things, and working in a sustainable way. That means caring about code quality and testing, releasing small and iterating, practicing open communication and always reflecting on processes.

— TOPIC —

Data Science: Getting to Production

Data science teams can sometimes be stuck in the sandbox – smart mathematical algorithms and insightful reports that never make it into production. This talk will cover best practices to bridge this gap. Those are: setting up a data lake, building shared libraries, adding evaluation of data science algorithms to the CI/CD pipeline and hiring the right people in key roles.

Session Keywords

Data Science
Data Engineering
Best Practices
Big Data