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Training in technical skills needs to be delivered by those with technical skills in data science as applied to NHS data. It cannot be delivered by generalist data scientists alone. Training also needs to be kept up to date. The aim should always be to provide training in the most advanced computational data science skills; what these are will change over time. Providing a team of technical specialists with adequate funding to develop, deliver, share, and curate training, including the development of tools such as sandboxes where analysts in training can practice their coding and analysis against dummy data that reflects real NHS data, will be essential if training is to be high-quality and up to date. A team capable of delivering this expertise will require guidance and oversight of their process, only specialists in the most advanced areas should be the primary authors.
Training in technical skills needs to be delivered by those with technical skills in data science as applied to NHS data. It cannot be delivered by generalist data scientists alone. Training also needs to be kept up to date. The aim should always be to provide training in the most advanced computational data science skills; what these are will change over time. Providing a team of technical specialists with adequate funding to develop, deliver, share, and curate training, including the development of tools such as sandboxes where analysts in training can practice their coding and analysis against dummy data that reflects real NHS data, will be essential if training is to be high-quality and up to date. d2c66b5586
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