Relationship of Course to Student Outcomes:

Satisfies the following student outcomes (SOs) via the following Performance Indicators:

- SO (a) – PI-a2.
**Express**data and knowledge by using logical models and knowledge representation schemes.

- SO (a) – PI-a3, e1.
**Apply**logical principles for sound reasoning to prove theorems.

- SO (a) – PI-c3.
**Analyze**knowledge rich domains to formulate heuristics.

- SO (c) – PI-c3, e1.
**Understand**algorithms for search, adversary search, CSP and planning to develop efficient solutions

- SO (e) – PI-a6.
**Analyze**real-life applications to represent uncertain knowledge with the help of probability theory.

- SO (e) – PI-a6, e1.
**Understand**algorithms for simple and sequential decision making.

- SO (e) – PI-a6, c3.
**Understand**requirements for supervised, unsupervised and reinforcement learning and apply machine learning algorithms.