Data science is in high demand today. It uses scientific methods, processes, algorithms and systems to deduce knowledge and insights using data in various forms such as structured, unstructured and so on. Putting predictive models into production is one of the most direct ways that data scientists can add value to an organization. By learning how to build and deploy scalable model pipelines, data scientists can own more of the model production process and more rapidly deliver data products. From startups to trillion dollar companies, data science is playing an important role in helping organizations maximize the value of their data.