Explore cloud-native design principles and their application to data science in this 27-minute conference talk from ODSC WEST 2015. Discover how to adapt traditional data science approaches to create scalable, stateless applications suitable for cloud deployment. Learn about the evolution of software development practices, from early computing to modern cloud-native architectures. Gain insights into designing data science-driven applications that are easily deployable in cloud environments. Understand the importance of stateless processes, data pipelines, and integrations in cloud-native data science. Benefit from the speaker's experience as a Senior Data Scientist at Pivotal and learn how to leverage open-source cloud-native platforms to enhance your data science workflows.