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: Prolog Pokédex
  due Aug 30, 11:59pm
• A02: Course Scheduler
  due Sep 20, 11:59pm
• A03: CiteMan
  due Oct 6, 11:59pm
• A04: MMA Bookie
  due Oct 25, 11:59pm
• A05: Predicting student performance
  due Oct 30, 11:59pm
• A06: Detecting Spam Comments
  due Nov 8, 11:59pm
• A07: Detecting Spam Comments Part Deux
  due Nov 20, 11:59pm
• A08: Identifying Birds
  due Dec 1, 11:59pm

Guides

• Midterm review

Tests

• Final Fall 2017
  Start Dec 11, due Dec 14 11:59pm
  (takehome exam)
• Midterm Fall 2017
  Start Oct 11, due Oct 13 11:59pm
  (takehome exam)

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.