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resources [2018/09/04 08:54]
shyam [Writing] 		resources [2018/09/04 08:58]
shyam
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 This course introduces fundamental concepts and methods in artificial intelligence that are applicable to problems in biomedicine. This course is designed for students who do not necessarily have a background in computer science. The course provides the foundations in artificial intelligence methods including search (breadth-first search, depth-first search, greedy search, etc), probabilistic knowledge representation and reasoning (Bayesian networks: model, independencies, semantics, parameter estimation and inference), decision theory, and machine learning (regression, neural networks, classification trees, support vector machines, Markov models and hidden Markov models). This course introduces fundamental concepts and methods in artificial intelligence that are applicable to problems in biomedicine. This course is designed for students who do not necessarily have a background in computer science. The course provides the foundations in artificial intelligence methods including search (breadth-first search, depth-first search, greedy search, etc), probabilistic knowledge representation and reasoning (Bayesian networks: model, independencies, semantics, parameter estimation and inference), decision theory, and machine learning (regression, neural networks, classification trees, support vector machines, Markov models and hidden Markov models).
  
-==== Resources and pointers ====+**Resources and pointers**
  
   * [[http://www.stat.wisc.edu/~ifischer/calculus.pdf|Basic calculus refresher]]   * [[http://www.stat.wisc.edu/~ifischer/calculus.pdf|Basic calculus refresher]]
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   * (2 weeks) Slow revising: Remove unnecessary information, rearrange for flow, review and adjust paragraphs, make several passes fixing one thing each time   * (2 weeks) Slow revising: Remove unnecessary information, rearrange for flow, review and adjust paragraphs, make several passes fixing one thing each time
  
-==== Resources and pointers ====+**Resources and pointers**
  
   * [[https://www.insidehighered.com/blogs/gradhacker/how-develop-strategic-writing-plan|How to Develop a Strategic Writing Plan]]   * [[https://www.insidehighered.com/blogs/gradhacker/how-develop-strategic-writing-plan|How to Develop a Strategic Writing Plan]]