CPSC 254: Applied Artificial Intelligence
Course exam catalog and study material archive for Applied Artificial Intelligence at California State University, Fullerton (CSUF). Request verified past exam papers and study resources directly through our student community.
This archive catalogs 10 free educational resources and past exams for CPSC 254 (Applied Artificial Intelligence) at California State University, Fullerton (CSUF), containing 4 midterm papers, 5 final examinations, and 1 study guide. Dated documents represent 7 distinct academic years between 2016 and 2023.
Core Exam Topics & Learning Objectives
- Supervised learning algorithms: linear/logistic regression, decision trees, SVMs, and ensemble methods in CPSC 254
- 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 Applied Artificial Intelligence
Study Resource for Applied Artificial Intelligence
Study Resource
Final Exam 2016
California State University, Fullerton (CSUF) CPSC 254 Final Exam 2016
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Midterm (Exam 1) 2017
California State University, Fullerton (CSUF) CPSC 254 Midterm (Exam 1) 2017
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Final Exam 2018
California State University, Fullerton (CSUF) CPSC 254 Final Exam 2018
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Midterm (Exam 1) 2019
California State University, Fullerton (CSUF) CPSC 254 Midterm (Exam 1) 2019
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Final Exam 2019
California State University, Fullerton (CSUF) CPSC 254 Final Exam 2019
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Final Exam 2021
California State University, Fullerton (CSUF) CPSC 254 Final Exam 2021
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Midterm (Exam 1) 2022
California State University, Fullerton (CSUF) CPSC 254 Midterm (Exam 1) 2022
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Midterm (Exam 1) 2023
California State University, Fullerton (CSUF) CPSC 254 Midterm (Exam 1) 2023
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Final Exam 2023
California State University, Fullerton (CSUF) CPSC 254 Final Exam 2023
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Study Guide 7
California State University, Fullerton (CSUF) CPSC 254 Study Guide 7
Assessment Inventory for CPSC 254 (10 Documents)
| Document | Format | Year | Access |
|---|---|---|---|
| Midterm (Exam 1) 2023 | Midterm | 2023 | Illustrative Archive |
| Final Exam 2023 | Final | 2023 | Illustrative Archive |
| Midterm (Exam 1) 2022 | Midterm | 2022 | Illustrative Archive |
| Final Exam 2021 | Final | 2021 | Illustrative Archive |
| Midterm (Exam 1) 2019 | Midterm | 2019 | Illustrative Archive |
| Final Exam 2019 | Final | 2019 | Illustrative Archive |
| Final Exam 2018 | Final | 2018 | Illustrative Archive |
| Midterm (Exam 1) 2017 | Midterm | 2017 | Illustrative Archive |
| Final Exam 2016 | Final | 2016 | Illustrative Archive |
| Study Guide 7 | Study Guide | — | 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. | |||
Frequently Asked Questions
Which assessment formats are cataloged in this CPSC 254 archive?
This collection for CPSC 254 at California State University, Fullerton (CSUF) catalogs 10 total resources across the following formats: Midterms, Finals, Study Guides. Each document is listed in the assessment inventory table below with its individual format tag and academic year where recorded.
What academic years are covered in this CPSC 254 collection?
Dated materials in this archive span from 2016 to 2023, representing 7 distinct academic years. Coverage varies by the records currently cataloged for this course.
How can students access these free CPSC 254 past exams?
All cataloged CPSC 254 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 California State University, Fullerton (CSUF) course syllabus.