Final Exam

The Final Exam may be taken anytime from 29 JUL 2013 (Monday) to 02 AUG 2013 (Friday); however, the Final Exam will include material from that week (29 JUL 2013 - 02 AUG 2013).

1. There are 10 questions on the final covering the following Topics:
   • Classification
   • Naive Bayes Network
   • Neural Networks
   • k-Nearest Neighbor
   • Alpha-Beta Pruning
   • First Order Logic
   • First Order Logic
   • Backward Chaining
   • Hidden Markov Model
   • Particle Filter
   
   
   
2. Study the following problems ... and make sure that you can complete these SWIFTLY:
   • Assignment 01, Written Problem 4: Classification
   • Midterm Exam, Problem 3: Classification
   • Assignment 02, Written Problem 5: Naive Bayes Network
   • Midterm Exam, Problem 4: Naive Bayes Network
   • Assignment 04, Written Problem 3: Neural Networks ***** Reworded The Way This Type Of Question Will Appear On The Final Exam *****
   • Midterm Exam, Problem 5: k-Nearest Neighbor
   • Assignment 06, Written Problem 1: Alpha-Beta Pruning
   • Assignment 06, Written Problem 6: First Order Logic
   • Assignment 06, Written Problem 7 (esp. part 7c): First Order Logic
   • Assignment 07, Written Problems 2 & 3 (esp. part 3b): Backward Chaining
   • Assignment 08, Written Problem 3: Hidden Markov Model
   • Assignment 09, Written Problem 6 (esp. part 6c): Particle Filter
   
   
   
3. For Reference: Algorithms from the Midterm Exam
   
   
4. Note: Questions derived from the following sources:
   • Artificial Intelligence: A Modern Approach, Third Edition by Stuart Russell and Peter Norvig.
   • Udacity's Introduction to Artificial Intelligence course by Peter Norvig and Sebastian Thrun.
   • Coursera's Machine Learning course by Andrew Ng.
   • Coursera's Neural Networks for Machine Learning course by Geoffrey Hinton.
   • Coursera's Machine Learning course by Pedro Domingos.
   • edX's CS188.1x Artificial Intelligence course from BerkeleyX by Dan Klein.
   • Coursera's Introduction to Logic course by Michael Genesereth.
   • NPTEL's Artificial Intelligence course by Pallab Dasgupta.
   • NPTEL's Artificial Intelligence course by Anupam Basu and Sudeshna Sarkar.