DS - Knowledge Graphs and Text
Durham
Engineering&Physical Sciences::Computer Science
Credits: 4.0
Class Size: 15
Term:
Spring 2025
-
Full Term (01/21/2025
-
05/05/2025)
CRN:
54780
Grade Mode:
Letter Grading
This course covers advanced text processing and machine learning algorithms and techniques for data science with knowledge graph and text data. This includes a wide range of algorithms for neural networks, machine learning, graph processing, text processing, and information retrieval with a focus of gaining insights into the knowledge stored in data. This an implementation-intensive research-oriented seminar, where a particular data science application will be developed by reading research publication and implementing a software prototype.
Section Comments: This course will meet in KING N204 instead of KING N133 during the week of 2/10/2025-2/14/2025.
Registration Approval Required. Contact Instructor or Academic Department for permission then register through Webcat.
Cross Listed With :
CS 781 (01)
Prerequisite(s): CS 852 with minimum grade of B- or CS 853 with minimum grade of B- or CS 859A with minimum grade of B-
Instructors:
Laura Dietz
Times & Locations
| Start Date | End Date | Days | Time | Location |
|---|---|---|---|---|
| 1/21/2025 | 5/5/2025 | TR | 5:10pm - 6:30pm | KING N133 |
Additional Course Details:
Example syllabus from previous course offering: https://www.cs.unh.edu/~dietz/teaching/ds/
If you don't fulfill the prerequisites, but have some prior knowledge in working with text processing, natural language processing, machine learning for text, or neural networks then please reach out to instructor (dietz@cs.unh.edu).
