Advanced Algorithms (2020)

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The intent of the Advanced Algorithms Knowledge Unit is to provide students with the ability to select and apply algorithms to solve specific problems and to analyze the effectiveness of algorithms in context.


  1. Students should understand and be able to implement the following algorithms listed in the topic below.


  1. Bloom filters
  2. Naive Bayes
  3. Map-Reduce
  4. Dynamic Programming algorithms
  5. Markov Chain Monte Carlo
  6. Coding and Compression
  7. Artificial Intelligence algorithms


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  • None

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