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Data Science in Production and the Role of Full Stack Data Scientists
The chapter explores the journey of a data science project from inception to production, emphasizing the importance of data-informed decisions, live user traffic EBTests, and machine learning deployment. It highlights success stories of companies like Netflix and 23andMe leveraging machine learning for business growth and healthcare advancements. The discussion also delves into the evolution of full stack data scientists, addressing the challenges, skills, and tools required for professionals to manage end-to-end data science projects effectively.