COMPSCI 189: Introduction to Machine Learning
Course exam catalog and study material archive for Introduction to Machine Learning at University of California, Berkeley (UCB). Request verified past exam papers and study resources directly through our student community.
This archive catalogs 11 free educational resources and past exams for COMPSCI 189 (Introduction to Machine Learning) at University of California, Berkeley (UCB), containing 5 midterm papers, 5 final examinations, and 1 worksheet. Dated documents represent 5 distinct academic years between 2020 and 2024.
Core Exam Topics & Learning Objectives
- Supervised learning algorithms: linear/logistic regression, decision trees, SVMs, and ensemble methods in COMPSCI 189
- 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 Introduction to Machine Learning
Study Resource for Introduction to Machine Learning
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Midterm (Exam 1) 2020
University of California, Berkeley (UCB) COMPSCI 189 Midterm (Exam 1) 2020
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Final Exam 2020
University of California, Berkeley (UCB) COMPSCI 189 Final Exam 2020
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Midterm (Exam 1) 2021
University of California, Berkeley (UCB) COMPSCI 189 Midterm (Exam 1) 2021
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Final Exam 2021
University of California, Berkeley (UCB) COMPSCI 189 Final Exam 2021
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Midterm (Exam 1) 2022
University of California, Berkeley (UCB) COMPSCI 189 Midterm (Exam 1) 2022
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Final Exam 2022
University of California, Berkeley (UCB) COMPSCI 189 Final Exam 2022
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Midterm (Exam 1) 2023
University of California, Berkeley (UCB) COMPSCI 189 Midterm (Exam 1) 2023
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Final Exam 2023
University of California, Berkeley (UCB) COMPSCI 189 Final Exam 2023
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Midterm (Exam 1) 2024
University of California, Berkeley (UCB) COMPSCI 189 Midterm (Exam 1) 2024
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Final Exam 2024
University of California, Berkeley (UCB) COMPSCI 189 Final Exam 2024
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Worksheet 1
University of California, Berkeley (UCB) COMPSCI 189 Worksheet 1
Assessment Inventory for COMPSCI 189 (11 Documents)
| Document | Format | Year | Access |
|---|---|---|---|
| Midterm (Exam 1) 2024 | Midterm | 2024 | Illustrative Archive |
| Final Exam 2024 | Final | 2024 | Illustrative Archive |
| 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 2022 | Final | 2022 | Illustrative Archive |
| Midterm (Exam 1) 2021 | Midterm | 2021 | Illustrative Archive |
| Final Exam 2021 | Final | 2021 | Illustrative Archive |
| Midterm (Exam 1) 2020 | Midterm | 2020 | Illustrative Archive |
| Final Exam 2020 | Final | 2020 | Illustrative Archive |
| Worksheet 1 | Worksheet | — | Illustrative Archive |
| Complete inventory of all 11 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 COMPSCI 189 archive?
This collection for COMPSCI 189 at University of California, Berkeley (UCB) catalogs 11 total resources across the following formats: Midterms, Finals, Worksheets. 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 COMPSCI 189 collection?
Dated materials in this archive span from 2020 to 2024, representing 5 distinct academic years. Coverage varies by the records currently cataloged for this course.
How can students access these free COMPSCI 189 past exams?
All cataloged COMPSCI 189 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 University of California, Berkeley (UCB) course syllabus.