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High-level course outline:

  1. Propositional logic
    • Syntax: Learn how to translate a statement about the world into a sentence in propositional logic.
    • Semantics: Learn how a truth table encodes the meaning of a formula.
    • Become comfortable with interpreting logical notation: inference rules
    • Reasoning: Learn how to use automated reasoning on SAT formaule (SAT-solvers) to solve problems in propositional logic.
    • Useful reading:
    • Handbook of Satisfiability
  2. Discrete Probability

  3. Exact Discrete Inference
  4. Approximate Discrete Inference