https://github.com/ansinitro/capstone-final-preparation
https://github.com/ansinitro/capstone-final-preparation
Last synced: 3 months ago
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- Host: GitHub
- URL: https://github.com/ansinitro/capstone-final-preparation
- Owner: ansinitro
- Created: 2025-02-22T06:14:17.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2025-02-22T06:44:45.000Z (3 months ago)
- Last Synced: 2025-02-22T07:24:15.288Z (3 months ago)
- Language: Jupyter Notebook
- Size: 4.79 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
Final Exam Content
Capstone Project
| № | Question Direction | References |
|----|------------------------------------------------------------------------------------------------------|-----------------------------------------|
| 1 | SRS, Stratification, Clustering, Stratification with Clustering | [1] |
| 2 | Linear Regression (with different hypothesis formulas*), Normal Equation | [2] |
| 3 | Logistic Regression (with different* threshold values), OR* Regularization | [3], Github code from Andrew Ng |
| 4 | Neural Network (Different Architecture, evaluation metrics) | [4], Github code from Andrew Ng |
| 5 | Logistic regression*, Neural Network* accuracy metrics (F-1 score) | [5] |
| 6 | Software Documentation | [6] |
| 7 | Analyze categorical variables of survey | [7] |
| 8 | Software Implementation (Naming conventions (pascal, hungarian)) | [8] |
| 9 | Testing of Software (Unit Testing, Regression Testing) | [9] |
| 10 | Identification of Bag Type from some piece of codes on different programming languages (python, c++, java, javascript, go and etc.)
OR*
Identification of Correct Diagram Type for some specific software project
OR*
Identification of Good and Bad Case of GUI Mockups for some specific software project. | [10]
*\*it depends on variant type.*
### References:
- [1] Look at 2nd, 4th and 6th question from Quiz1
- [2] Look at 4th, 5th from Midterm
- [3] Look at the questions from Assignment2
- [4] Look at 5th, 6th and 7th questions from Quiz2
- [5] Look at 1st from Quiz2
- [6] Look at 10th from Quiz2
- [7] Look at 1st question from Midterm
- [8] Look at 2nd question AND 4th question from Endterm
- [9] Look at 1st question AND 7th question from Endterm
- [10] Look at 3rd question from Endterm OR 5th and 8th question from Endterm OR Look at 6th question from Endterm