Advanced Machine Learning and Neural Networks
Advanced Machine Learning and Neural Networks
Formerly titled CS767 Machine Learning
Theories and methods for learning from data. The course covers a variety of approaches, including Supervised and Unsupervised Learning, Neural Nets and Deep Learning, Adversarial Learning, Bayesian Learning, and Genetic Algorithms. Each student focuses on two of these approaches and creates a term project. Laboratory course. Prerequisite: MET CS 521 and either MET CS 622, MET CS 673 or MET CS 682. MET CS 677 is strongly recommended. Or, instructor's consent.
2024SPRGMETCS767 A1, Jan 22nd to Apr 29th 2024
| Days | Start | End | Type | Bldg | Room |
|---|---|---|---|---|---|
| M | 06:00 PM | 08:45 PM | CDS | B62 |
2024SPRGMETCS767 A2, Jan 23rd to Apr 30th 2024
| Days | Start | End | Type | Bldg | Room |
|---|---|---|---|---|---|
| T | 09:00 AM | 11:45 AM | MET | 101 |
2023FALLMETCS767 A1, Sep 7th to Dec 7th 2023
| Days | Start | End | Type | Bldg | Room |
|---|---|---|---|---|---|
| R | 06:00 PM | 08:45 PM | CAS | 324 |
2023FALLMETCS767 A2, Sep 5th to Dec 12th 2023
| Days | Start | End | Type | Bldg | Room |
|---|---|---|---|---|---|
| T | 09:00 AM | 11:45 AM | MET | 101 |
2023FALLMETCS767 O2, Oct 31st to Dec 18th 2023
| Days | Start | End | Type | Bldg | Room |
|---|---|---|---|---|---|
| ARR | TBD | TBD | ROOM |
2023SUM1METCS767SC1, May 24th to Aug 9th 2023
| Days | Start | End | Type | Bldg | Room |
|---|---|---|---|---|---|
| W | 06:00 PM | 09:30 PM | CAS | 324 |
2023SUM1METCS767SO1, May 9th to Jun 26th 2023
| Days | Start | End | Type | Bldg | Room |
|---|---|---|---|---|---|
| ARR | TBD | TBD | ROOM |
Format & Syllabus: