Online Resource
Artificial Intelligence in Health Analytics
This course introduces you to the fundamental techniques and concepts necessary for understanding and implementing AI applications in healthcare. AI concepts covered include; an introduction to intelligent agents; problem-solving strategies such as evolutionary algorithms and particle swarm optimisation; constraint satisfaction problems; modelling uncertainty; and, learning methods including deep learning and reinforcement learning.
Throughout this course, you will gain valuable hands-on experience by implementing AI techniques, using real healthcare data examples, in Python as well as learning to assess and validate the resulting models.
Keywords: data processing, deep learning, programming, python
Target audience: Postgraduate student, Postgraduate researcher, Researcher, Clinician, Industry
Resource type: Online Resource
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United Kingdom