The syllabus is: here,
Comps syllabus, Graduate students are responsible to study topics of comprehensive exam even if that is not covered in the class.
Florida Tech Student Handbook on Cheating and Paligiarism: http://www.fit.edu/studenthandbook/print.php#policy_2490
(1) Discrete Mathematics, (2) Data structures and algorithms, and (3) Programming in a higher level language.
Disclaimers to the lecture notes:
THESE NOTES ARE FOR HELPING YOU TO STUDY THE TEXT BOOK. I KEEP UPDATING THESE AND WILL NOT BE RESPONSIBLE IF YOU FIND THAT THE NOTES HAVE CHANGED AFTER YOU HAVE LAST VIEWED IT. I TRY TO CHANGE THE ASSOCIATED DATE WHEN I MAKE THE LAST UPDATE.
+++++++++++++++++++ Lecture Notes +++++++++++++
Online text book site
Textbook slides , change chapter number on url
Introduction on AI and Background in CS
Problem Solving with Search, and Search algorithms in Text Ch-4, Local Search algorithms in Text ,
Game Search: My Notes, and from old Text.
A background material on NP-completeness
Reasoning with Constraints, and from the text Ch-5, examples from Dechter's book, a PC example , and constraints counter examples from Edward's book,
A bit more animated lecture slides on constraints,
Another movie animation on some constraint reasoning algorithms from Andrew Moore at CMU.
Automated Reasoning with Propositional Logic Ch-7,
Automated Reasoning with Predicate Logic, Problem with Existential Quantifier with implication ,
Sample Knowledge base on a book page
Inferencing in Predicate Logic
Sample Expert system code with CLIPS
Sample Prolog code
Sample automated reasoning code with Otter system
Reasoning with Uncertainty, Part-II
Inferencing in probabilistic network, Part-II (we will not cover these two parts)
More on learning , from Ch 18 (18.6 onwards)
Machine learning with neural networks
AI and ethics: My thoughts, read also Chapter 26.3, 3rd ed. AIMA text
Statistical Machine learning I
Machine learning with neural networks
A discrete math online book from Dartmout: https://math.dartmouth.edu/archive/m19w03/public_html/book.html
Artificial Intelligence IS Computer Science! Turing's Imitation game-paper, 1950 (20pg).
First workshop Proposing the term AI, 1955.
Open letter on AI by Stephen Hawking, Elen Musk and others.
A paper on AI and ethics by Bostrom-Yudkowsky (21 pages).
US Govt. Strategic Plan, 2016.
Hidden Markov Model: a conoical tutorial by Lawrence Rabiner, 1988 (30pg).
Nice set of Data Science / ML interview questions
===================== Spring 2018 =================
Class 8:00 pm - 9:15 pm TR Frederick C. Crawford Bldg 401
Continuously updated schedule of: CSE 5290 , for Spring 2018.
Take home Exam-1, due by 2/17/18/Saturday 11:59pm as softcopy upload on canvas
Comments on Projects: for Presentation-1 .
<<<<<<<<<<<<<<<<<<<< Fall 2017 >>>>>>>>>>>>>>>>>>>
Class 6:30 pm - 7:45 pm TR Frederick C. Crawford Bldg 220
Continuously updated schedule of: CSE 4301/5290 , for Fall 2017.
I have found an 8-puzzle resource from a question by someone in the class, here it is
Project: ideas for Fall 2017. I will flesh out details discussing with you.
<<<<<<<<<<<<<<<<<<<< Spring 2017 >>>>>>>>>>>>>>>>>>>>>>
CSE5290: CRF 401, TR 8-9:15 pm
Continuously updated schedule of: CSE 4301/5290 , for Spring 2017.
Quiz1 search: key is here.
Quiz2 on constraints: is here.
Key to last exam/quiz on Prob. Reasoning, Mach. learning and AI ethics: is here.
Project Reports with my comments on it: Watson Analytics.
N-gram on Indus Valley Scripts.
Support Vector Machine.
N-gram on English.
Conv. Neur. Net for Semi-supervised Learning.
Conv. Neur. Net.
<<<<<<<<<<<<<<<<<<<< Fall 2016 >>>>>>>>>>>>>>>>>>>>>>
CSE4301/5290: CRF 220, TR 6:30-7:45 pm
Continuously updated schedule of: CSE 4301/5290 , for Fall 2016.
Home Work-1 here , due 9/27/Tuesday at the begining of the class in hard copy, key will be here.
Home Work-2 [Hw2: Text Edition 3, Exc. 8.6, 8.9, 8.23 Grad std special: create CNF of 8.9.b.(i), 8.9.d.(iii)] Q8.6 , Q8.9 , Q8.23 , due 10/13/Thursday at the begining of the class in hard copy.
Home Work-3, Prob-Reasoning hints
Home Work-4, Machine learning with hints.
Key to the , Final
I will be out of the country shortly, see you next semester.
Undergrad project , description is here.
Graduate Projects' instructions
Theory presentations below:
ICA-CNN , Liu-Gui (Team 1) notes
CNN-SVM, Tan-Ballard (2) notes
PCA-LDA , Lobo-Shreya (3) notes
PCA-CNN , Zongqiao-Wei (4) report1 and report2
CNN-FA , Mike-Chris (5) notes
FA-NMF , Zubin-Taher (6) notes on FA-NMF
PCA-ICA , Chmiao-Zemeng (7) notes
Undergrad project-2 , description is here.
URGENT: UG PROJECT-2 REPORTS: IF YOU DO NOT SEE CORRECT GRADE ON THE SPREAD-SHEET, THEN SCAN YOUR PROJECT'S FIRST PAGE AND E-MAIL ME
Grade Spreadsheet: here
Materials are copyrighted to me (year 2016). Many materials have been developed before I joined FIT. E-mail: firstname.lastname@example.org