| CSE 5301 - Data Analysis & Modeling Techniques | ||||
| Tentative Lecture and Assignment Schedule | ||||
| Spring Semester 2017 - TuTh 3:30 - 4:50 | ||||
| Class | Date | Readings | Lecture Topics | Assignments |
| 1 | 01/17 | Slides | Course Details and Overview | |
| 2 | 01/19 | Basic Probabilty | ||
| 3 | 01/24 | Slides | ||
| 4 | 01/26 | Continuous random Variables | ||
| 5 | 01/31 | |||
| 6 | 02/02 | Slides | Data Analysis and Hypothesis Testing | |
| 7 | 02/07 | |||
| 8 | 02/09 | |||
| 9 | 02/14 | Representations for Probabilistic Data | ||
| 10 | 02/16 | Graphical Representations and Inference | Homework 1 due | |
| 11 | 02/21 | |||
| 12 | 02/23 | Homework 2 due | ||
| 13 | 02/28 | Monte Carlo Methods | ||
| 14 | 03/02 | |||
| 15 | 03/07 | |||
| 16 | 03/09 | Random Processes | ||
| 03/14 | Spring Break - No Class | |||
| 03/16 | Spring Break - No Class | |||
| 17 | 03/21 | Markov Models | Homework 3 due | |
| 18 | 03/23 | Midterm Exam | ||
| 19 | 03/28 | |||
| 20 | 03/30 | Hidden Markov Models | ||
| 21 | 04/04 | |||
| 22 | 04/06 | Homework 4 due | ||
| 23 | 04/11 | Queuing Systems | ||
| 24 | 04/13 | |||
| 25 | 04/18 | Regression and Parameter Estimation | ||
| 26 | 04/20 | Homework 5 due | ||
| 27 | 04/25 | Randomness and Entropy | ||
| 28 | 04/27 | Advanced Topics | ||
| 29 | 05/02 | |||
| 30 | 05/04 | Conclusions and Review | Homework 6 due | |
| 31 | 05/11 | Final Exam (2:00 - 4:30pm) - Covers all Course Material | ||
This schedule is tentative and subject to change. Changes and additional detail will be posted on the course page.