DATA C100 / STAT C100: Principles and Techniques of Data Science
Course exam catalog and study material archive for Principles and Techniques of Data Science at University of California, Berkeley (UCB). Request verified past exam papers and study resources directly through our student community.
This archive catalogs 15 free educational resources and past exams for DATA C100 / STAT C100 (Principles and Techniques of Data Science) at University of California, Berkeley (UCB), containing 7 midterm papers, 7 final examinations, and 1 worksheet. Dated documents represent 7 distinct academic years between 2016 and 2024.
Core Exam Topics & Learning Objectives
- Probability theory: sample spaces, conditional probability, Bayes' Theorem, and random variables in DATA C100 / STAT C100
- Probability distributions: discrete (Binomial, Poisson, Geometric) and continuous (Normal, Uniform, Exponential) models
- Inferential statistics: Central Limit Theorem, confidence interval estimation, and hypothesis testing (t-tests, ANOVA, Chi-Square)
- Regression analysis: simple/multiple linear regression, correlation coefficients, R-squared, and residual diagnostics in Principles and Techniques of Data Science
Study Resource for Principles and Techniques of Data Science
Study Resource
Midterm (Exam 1) 2016
University of California, Berkeley (UCB) DATA C100 / STAT C100 Midterm (Exam 1) 2016
Study Resource
Final Exam 2016
University of California, Berkeley (UCB) DATA C100 / STAT C100 Final Exam 2016
Study Resource
Midterm (Exam 1) 2018
University of California, Berkeley (UCB) DATA C100 / STAT C100 Midterm (Exam 1) 2018
Study Resource
Final Exam 2018
University of California, Berkeley (UCB) DATA C100 / STAT C100 Final Exam 2018
Study Resource
Midterm (Exam 1) 2019
University of California, Berkeley (UCB) DATA C100 / STAT C100 Midterm (Exam 1) 2019
Study Resource
Final Exam 2019
University of California, Berkeley (UCB) DATA C100 / STAT C100 Final Exam 2019
Study Resource
Midterm (Exam 1) 2020
University of California, Berkeley (UCB) DATA C100 / STAT C100 Midterm (Exam 1) 2020
Study Resource
Final Exam 2020
University of California, Berkeley (UCB) DATA C100 / STAT C100 Final Exam 2020
Study Resource
Midterm (Exam 1) 2022
University of California, Berkeley (UCB) DATA C100 / STAT C100 Midterm (Exam 1) 2022
Study Resource
Final Exam 2022
University of California, Berkeley (UCB) DATA C100 / STAT C100 Final Exam 2022
Study Resource
Midterm (Exam 1) 2023
University of California, Berkeley (UCB) DATA C100 / STAT C100 Midterm (Exam 1) 2023
Study Resource
Final Exam 2023
University of California, Berkeley (UCB) DATA C100 / STAT C100 Final Exam 2023
Study Resource
Midterm (Exam 1) 2024
University of California, Berkeley (UCB) DATA C100 / STAT C100 Midterm (Exam 1) 2024
Study Resource
Final Exam 2024
University of California, Berkeley (UCB) DATA C100 / STAT C100 Final Exam 2024
Study Resource
Worksheet 9
University of California, Berkeley (UCB) DATA C100 / STAT C100 Worksheet 9
Assessment Inventory for DATA C100 / STAT C100 (15 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) 2020 | Midterm | 2020 | Illustrative Archive |
| Final Exam 2020 | Final | 2020 | Illustrative Archive |
| Midterm (Exam 1) 2019 | Midterm | 2019 | Illustrative Archive |
| Final Exam 2019 | Final | 2019 | Illustrative Archive |
| Midterm (Exam 1) 2018 | Midterm | 2018 | Illustrative Archive |
| Final Exam 2018 | Final | 2018 | Illustrative Archive |
| Midterm (Exam 1) 2016 | Midterm | 2016 | Illustrative Archive |
| Final Exam 2016 | Final | 2016 | Illustrative Archive |
| Worksheet 9 | Worksheet | — | Illustrative Archive |
| Complete inventory of all 15 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 DATA C100 / STAT C100 archive?
This collection for DATA C100 / STAT C100 at University of California, Berkeley (UCB) catalogs 15 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 DATA C100 / STAT C100 collection?
Dated materials in this archive span from 2016 to 2024, representing 7 distinct academic years. Coverage varies by the records currently cataloged for this course.
How can students access these free DATA C100 / STAT C100 past exams?
All cataloged DATA C100 / STAT C100 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.