| Weeks |
Topics |
Notes |
| Week 1 (April 1) |
Organization and Introduction |
|
| Week 1 (April 3) |
Classification |
|
| Week 2 (April 8) |
Clustering |
|
| Week 2 (April
10) |
Neural Networks |
|
| Week 3 (April 15) |
Knowledge Graph (I) |
|
| Week 3 (April
17) |
Knowledge Graph (II) |
|
| Week 4 (April 22) |
Word2Vec |
|
| Week 4 (April 24) |
Language Model |
Project Proposal due (before the class) |
| Week 5 (April 29 ) |
Text: Information Retrieval
Introduction / Vector Space Model |
|
| Week 5 (May 1) |
Knowledge Graph Reasoning |
Hanwen |
| Week 6 (May 6) |
Topic Modeling, LDA |
|
| Week 6 (May 8) |
Link Model |
|
| Week 7 (May 13) |
Database: ER Model |
|
| Week 7 (May 15) |
Relational Model |
HW 1 |
| Week 8 (May 20) |
Relational Algebra / Relational Calculus |
|
| Week 8 (May 22) |
Functional
Dependency |
|
| Week 9 (May 27) |
Holiday |
|
| Week 9 (May 29) |
Dialog Management |
Guest Talk |
| Week 10 (June 3) |
Project Presentation |
HW 1 due (before the class) |
| Week 10 (June 5) |
Project Presentation |
|
| |
|
|
| |
|
|
| Week 11 |
Final Exam |
June 13, 2019 12:00 PM - 3:00 PM (the same room) |
|
Project Report: Mid night,
11:59pm 06/12/2019 (zip the code, report and presentation slides and
email it to me) |
Project Report Due |