University of Florida, Department of Electrical and Computer Engineering

EEL 6825 -- Pattern Recognition and Intelligent Systems

Spring 2020 Calendar

  Monday Wednesday Friday
Week 1
January 6
Topic: Introduction to Pattern Recognition
Reading Assignment: Chap. 1
January 8
Topic: Introduction to Pattern Recognition
Reading Assignment: Chap. 1
January 10
Topic: Introduction to Pattern Recognition
Reading Assignment: Chap. 1
Week 2
January 13
Topic: Bayesian Decision Theory Part I
Reading Assignment: Chap. 2
January 15
Topic: Bayesian Decision Theory Part I
Reading Assignment: Chap. 2
January 17
Topic: Bayesian Decision Theory Part I
Reading Assignment: Chap. 2
Week 3
January 20
No class
Martin Luther King, Jr. Day
January 22
Topic: Bayesian Decision Theory Part II
Reading Assignment: Chap. 2
January 24
Topic: Bayesian Decision Theory Part II
Reading Assignment: Chap. 2
Week 4
January 27
Topic: Bayesian Decision Theory Part II
Reading Assignment: Chap. 2
January 29
Topic: Bayesian Decision Theory Part II
Reading Assignment: Chap. 2
January 31
Topic: Bayesian Decision Theory Part II
Reading Assignment: Chap. 2
Written Assignment: Homework 1
Week 5
February 3
Topic: Maximum Likelihood Estimation
Reading Assignment: Chap. 3
February 5
Topic: Maximum Likelihood Estimation
Reading Assignment: Chap. 3
February 7
Topic: Expectation Maximization (EM)
Reading Assignment: Chap. 3
Written Assignment: Homework 2
Homework 1 due
Week 6
February 10
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
February 12
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
February 14
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
Homework 2 due
Week 7
February 17
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
February 19
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
February 21
 Topic: Bayesian Estimation
Reading Assignment: Chap. 3
Week 8
February 24
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
Written Assignment: Homework 3
February 26
   Topic: Graphical Models
Reading Assignment: Chap. 3
February 28
 Topic: Graphical Models
Reading Assignment: Chap. 3
Week 9
March 2
Spring Break
No Class
March 4
Spring Break
No Class
March 6
Spring Break
No Class
Week 10
March 9
Topic: Graphical Models
Reading Assignment: Chap. 3
Homework 3 due
March 11
Topic: Graphical Models
Reading Assignment: Chap. 3
March 13
Topic: Graphical Models
Reading Assignment: Chap. 3
Project proposal due
Week 11
March 16
 Topic: Graphical Models
Reading Assignment: Chap. 3
March 18
Topic: Graphical Models
Reading Assignment: Chap. 3
March 20
Topic: Graphical Models
Reading Assignment: Chap. 3
Week 12
March 23
Topic: Regression
Reading Assignment: Chap. 3 (Bishop)
March 25
Topic: Regression
Reading Assignment: Chap. 3 (Bishop)
March 27
Topic: Regression
Reading Assignment: Chap. 3 (Bishop)
Week 13
March 30
Topic: Regression
Reading Assignment: Chap. 3 (Bishop)
April 1
Topic: Regression
Reading Assignment: Chap. 3 (Bishop)
April 3
Topic: Nonparametric Techniques
Reading Assignment: Chap. 4
Week 14
April 6
Topic: Nonparametric Techniques
Reading Assignment: Chap. 4
April 8
Topic: Clustering
Reading Assignment: Chap. 10
April 10
Topic: Clustering
Reading Assignment: Chap. 10
Week 15
April 13
Topic: Clustering
Reading Assignment: Chap. 10
April 15
Topic: Clustering
Reading Assignment: Chap. 10
Written Assignment: Homework 4
April 17
Topic: Support Vector Machines
Reading Assignment: Chap. 6 (Bishop)
Week 16
April 20
Topic: Support Vector Machines
Reading Assignment: Chap. 6 (Bishop)
April 22
Topic: Deep Learning
Homework 4 due
April 24
No class
Week 17
April 27
No class

 
April 29
No Class

Project report due at 4pm

May 1
No Class