anigp / news_540

Class 2 Jan 29:

• Please accept invite to the cs540-24 org on github
• If you have not done so register at https://github.com/woc-hack/tutorial
• Also, please get login at formerly known ACF (https://portal.acf.utk.edu/user_requests/new_user/netid/)
• Pick a paper to present and note at cs540-24/papers#1
• We will go over WoC tutorial today

Class 1:

• Please fill a form at https://github.com/woc-hack/tutorial
• Please describe who you are, your interests, and what you expect from the class and submit it as a file yournetid.md in a pull request to repo cs540-24/students

Syllabus and News for CS594/690: Advanced Software Engineering

• Course: [COSCS-540]
• ** MWF 11:30AM-12:20 mk524 and online Zoom bridge https://tennessee.zoom.us/j/81105897325 ** ** recordings
• Instructor: Audris Mockus, [email protected] office hours - on request
• TA Oktay Ozturk [email protected] office hours - on request

The primary purpose of the course is to learn-by-doing advanced software engineering techniques including:

1. Big Data
2. Text analysis, e.g., LLMs, Word2Vec, GloVe, NMF, LDA, LSTM
3. Image analysis, e.g., RCNN, Mask-RCNN, CAM, ...
4. Network analysis, network databases (neo4j), ...

Each of the techniques will be learned through work on a real project.

Tthree outcomes for this class:

• present an existing research paper on any SE topic (prepared with a team)
• produce and present an innovative software project (a tool, paper, dataset as an outcome) also prepared with a team
• complete a set of tasks