2022-01-06: Seven WS-DL classes Offered for Spring 2022
https://xkcd.com/2537/ |
Seven courses from the Web Science and Digital Libraries (WS-DL) Group will be offered in Spring 2022. Because of the continuing Covid-19 situation, the classes will be a mixture of on-line, f2f, and hybrid. Be sure to check with the instructor and/or the class schedule to verify how
the class will be conducted. Also keep in mind that the f2f classes might go on-line during the semester.
- CS 495/595 Web Security, Dr. Michael L. Nelson, Mondays, 7:10-9:50pm.
Topics: HTTP, Cross-Site Request Forgery, Same Origin Policy, Cross-Site Scripting (XSS), Fingerprinting, Denial-of-service, Phishing. - CS 620 Intro to Data Science & Analytics, Dr. Sampath Jayarathna, Web PLE. Fridays 4:45-5:35pm (recitation).
Topics: Python, Pandas, NumPy, NoSQL, Data Wrangling, ML. - CS 625 Data Visualization, Dr. Faryaneh Poursardar, Tuesdays & Thursdays, 9:30-10:45am.
Topics: Tableau, R, Vega-Lite, Observable, Markdown, OpenRefine, data cleaning, visual perception, visualization design, exploratory data analysis, visual storytelling. - CS 725/825 Information Visualization and Visual Analytics, Dr. Michele C. Weigle, Tuesdays 4:20-7pm.
Topics: Vega-Lite, D3, visual analytics, clustering, interactive visualizations, dashboard design. - CS 795/895 Natural Language Processing, Dr. Vikas Ashok, Tuesdays & Thursdays 11am-12:15pm.
Topics: Language Models, Word2Vec, BERT, Deep Learning, Assistants. - CS 795/895 Human Computer Interaction, Dr. Sampath Jayarathna, Thursday 5:45-8:25pm.
Topics: Cognitive and social phenomena surrounding human use of computers. - CS 795/895 Natural Language Understanding, Dr. Jian Wu, Tuesdays 5:45-8:25pm.
Topics: Fundamentals of neural networks and deep learning, natural language reference, sentiment analysis, and semantic parsing.
In addition to the WS-DL courses listed above, Dr. Ashok will also be teaching CS 471, Dr. Weigle will be teaching CS 800, Dr. Wu will be teaching CS 450/550, and Dr. Poursardar will be teaching CS 115, CS 150, and CS 250.
The Fall 2022 semester is still undecided, but the following courses are likely (Dr. Weigle will be on research leave):
- CS 418/518 Web Programming, Dr. Jian Wu
- CS 432/532 Web Science, Dr. Faryaneh Poursardar
- CS 480/580 Artificial Intelligence, Dr. Vikas Ashok
- CS 795/895 Web Archiving Forensics, Dr. Michael L. Nelson
- CS 625 Data Vis, Dr. Faryaneh Poursardar
- CS 734/834 Information Retrieval, Dr. Jian Wu
- CS 791/891 Sensory Data Analytics, Dr. Sampath Jayarathna
- CS 795/895 Natural Language Processing (NLP), Dr. Vikas Ashok
Previous course offerings: F21, S21, F20, S20, F19, S19, and F18.
--Michael
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