CR: COMP 2804 Learning Objectives

From Soma-notes

Calendar Description

Assumed Background

  • COMP 1805

Learning Objectives

Objectives for the whole course


Topics

  • Counting: Permutations, Combinations, Binomial Coefficients, Pigeon-Hole Principle, Inclusion-Exclusion.
  • Asymptotic Complexity: O, Theta.
  • Probability: Random Variables, Expected Value, Indicator, Markov Inequality, Chernoof Bounds.
  • Randomized Algorithms: Median, Quicksort, Binary Search Trees, Skip Lists, 2-dimensional Linear Programming.
  • Statistics: Confidence tests and Intervals, Hypothesis Testing.