COMP3608 - Intelligent Systems
Course Outline
Quiz
Psets
- Pset 1 Solutions
Assignemnts
- A1
- A2
Week #13 - Recap and Epilogue
Week #12 - No class, Good Friday
Week #11 - Bayes Networks and Bayes Thereom Part 2
- Recommended Reading: Murphy, Chapter 10
Week #10 - Bayes Networks and Bayes Thereom Part 1
- Recommended Reading: Murphy, Chapter 10
Week #9 - Convolutional Neural Networks
Week #8 - Feed-foward Neural Networks
Week #7 - Linear Regression and Logistic Regression
Week #6 - Machine Learning Basics Continued
- Recommended Reading: Flach, Chapter 1
- Slides
Week #5 - Machine Learning Basics
Week #2 - Optimization Concepts and Mathematical Preliminaries
- Recommended Reading: Kochenderfer and Wheeler Chapters 1 and 2
- Recommended Reading: Deisenroth et al.
- Sections 2.1 - 2.4
- Sections 3.1 - 3.3
- Sections 5.1 - 5.4
- Sections 6.1 - 6.3
- Slides - Lecture
- Lab
Week #1 - Intro to AI and Course Outline
- Recommended Reading: Russel and Norvig Chapters 1 and 2
- Slides