University of Florida, Department of Electrical and Computer Engineering

EEL 6825 -- Pattern Recognition and Intelligent Systems

Spring 2021 Calendar

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

No Class

Project report due at 4pm

April 30
No class