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Class Mar 24:

  • Anyone willing to present?

Class 7: Feb 15:

  • Rachel: PyTorch BigGraph
  • Mahmoud: ChaosMonkey

Class 6: Feb 10:

  • Andrew: facebookNews (continued)

Class 5: Feb 8

  • Zhixiu: TestingInUncertainty

Class 4: Feb 3: No class

Class 3: Feb 1

  • Software supply chains and world of code

Class 2:

Finished Evidence Engineering lecture

Class 1: Monday Jan 13

  1. Fork https://github.com/EvEng-22/students
  2. Introduce yourself via a netid.md file (do not create netid.md, but replace netid by your own netid in all lowercase). Please provide at least one sentence on your background and one full paragraph explaining ether a project you are already working on or a project you'd like to work on for this class.
  3. Now go to your fork (https://github.com/yourGHid/students) and click on Create Pull Request on students repository

Syllabus and News for CS594/690: Evidence Engineering

All classes will include a zoom option and will be recorded. Please choose the way to participate that best suits your needs.

A link to class recordings

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

  1. Text analysis, e.g., Word2Vec, GloVe, NMF, LDA, LSTM
  2. Image analysis, e.g., RCNN, Mask-RCNN, CAM, ...
  3. Network analysis, network databases (neo4j),
  4. Advanced data analysis, Graphical models

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

Draft Syllabus

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