CS 4100: Artificial Intelligence
Course exam catalog and study material archive for Artificial Intelligence at Northeastern University. Request verified past exam papers and study resources directly through our student community.
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Common aliases: CS 4100
Study Resources for Artificial Intelligence
Midterm (Exam 1) 2012
Midterm (Exam 2) 2010
Final Exam 2018
Midterm (Exam 1) 2014
Midterm (Exam 1) 2015
Midterm (Exam 1) 2016
Midterm (Exam 1) 2018
Midterm (Exam 1) 2019
Midterm (Exam 1) 2020
Worksheet 9
Assessment Inventory for CS 4100 (10 Documents)
| Document | Format | Year | Access |
|---|---|---|---|
| Midterm (Exam 1) 2020 | Midterm | 2020 | Illustrative Archive |
| Midterm (Exam 1) 2019 | Midterm | 2019 | Illustrative Archive |
| Final Exam 2018 | Final | 2018 | Illustrative Archive |
| Midterm (Exam 1) 2018 | Midterm | 2018 | Illustrative Archive |
| Midterm (Exam 1) 2016 | Midterm | 2016 | Illustrative Archive |
| Midterm (Exam 1) 2015 | Midterm | 2015 | Illustrative Archive |
| Midterm (Exam 1) 2014 | Midterm | 2014 | Illustrative Archive |
| Midterm (Exam 1) 2012 | Midterm | 2012 | Illustrative Archive |
| Midterm (Exam 2) 2010 | Midterm | 2010 | Illustrative Archive |
| Worksheet 9 | Worksheet | — | Illustrative Archive |
Complete inventory of all 10 assessments (sorted by most recent). Select any document to inspect or use the search bar above to filter.
Course Overview & Exam Syllabus
This archive catalogs 10 free educational resources and past exams for CS 4100 (Artificial Intelligence) at Northeastern University, containing 8 midterm papers, 1 final examination, and 1 worksheet. Dated documents represent 8 distinct academic years between 2010 and 2020.
Core Exam Topics & Learning Objectives
- Supervised learning algorithms: linear/logistic regression, decision trees, SVMs, and ensemble methods in CS 4100
- Neural network architectures: backpropagation calculus, activation functions, convolutional layers, and regularization
- State-space search and decision theory: A* heuristic search, adversarial minimax, and Markov Decision Processes
- Model evaluation metrics: cross-validation, precision/recall trade-offs, ROC-AUC, and bias-variance tradeoff in Artificial Intelligence
Frequently Asked Questions
Which assessment formats are cataloged in this CS 4100 archive?
This collection for CS 4100 at Northeastern University catalogs 10 total resources across the following formats: Midterms, Finals, Worksheets. Each document is listed in the assessment inventory table with its individual format tag and academic year where recorded.
What academic years are covered in this CS 4100 collection?
Dated materials in this archive span from 2010 to 2020, representing 8 distinct academic years. Coverage varies by the records currently cataloged for this course.
How can students access these free CS 4100 past exams?
All cataloged CS 4100 past exams and study materials are free to request. The catalog, metadata, assessment inventory, and illustrative thumbnails are public; source documents are not shown on this page. Use the connect options to request a study resource, and confirm current course topics and grading policies with the Northeastern University course syllabus.