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.

Outcomes[edit]

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

Topics[edit]

  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

Skills[edit]

Specialization Areas[edit]

  • None

See also[edit]

Related Knowledge Units

Further reading[edit]

Suggested textbooks[edit]

Suggested academic readings[edit]

Sample knowledge test[edit]

Sample skills test[edit]

Sample abilities test[edit]

Additional notes or materials[edit]

Contacts[edit]

Reference ID[edit]

AAL