Notes

• Syllabus
• Logic programming with Prolog
  • Prolog unification
  • Prolog resolution
  • Biductive Prolog
  • Prolog parsing
  • Misc examples
• Bayesian inference
  • ProbLog
  • Naïve Bayesian inference
• Classification
• Decision trees
• Text processing
• Neural networks
  • Deep learning

Assignments

• A01: AI Workflow
  due Aug 28, 2:30pm
• A02: Flight Cage
  due Sep 16, 11:59pm
• A03: Habitat Helper
  due Oct 7, 11:59pm
• A04: Lazy Doctor
  due Oct 16, 11:59pm
• A05: Can you predict which developers prefer to use [insert your favorite IDE here]?
  due Oct 30, 11:59pm
• A06: Hyperparameters
  due Nov 15, 11:59pm
• A07: Indoor Scene Recognition
  due Dec 2, 11:59pm
• A08: Extra credit: Manatee Shmanatee
  due Dec 11, 11:59pm

Guides

• Midterm review
  Oct 23, in-class
• Final review
  Wed, Dec 11 (5p-7p)

CSCI 431 material by Joshua Eckroth is licensed under a Creative Commons Attribution-ShareAlike 3.0 Unported License. Source code for this website available at GitHub.