The team has a wealth of experience in deploying models and other products to the cloud for use by a wide range of users across health and care. This is particularly demonstrated in our work with the New Hospital Programme, where we built and deployed a sophisticated probabilistic demand and capacity model and supported the use of its outputs across the decision-making stages that lead to the construction of a new hospital. The data science team possesses expertise across the breadth of data science activity — for example, statistics, machine learning, natural language processing, and real-time evidence mapping. We also have significant experience in sharing our methods and code as open-source, as well as in training others to use these tools and understand foundational data science concepts and practices. Our experience in developing scalable data science solutions, and open-sourcing them for the benefit of users across health and care, enables us to contribute meaningfully at every stage of a project’s life cycle — from design through to deployment and adoption.
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