We’ll guide you through the best metrics for assessing the performance of machine learning models. We’ll illustrate a range of use cases by looking at how we have applied machine learning to challenges spanning from healthcare to the reduction of industrial energy use. There will be some practical programming exercises to help you understand how to optimise your own models to increase performance.
Pre-requisites: This course will develop ideas from: Machine learning: defining problem scope and assessing model requirements.
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