1. What is the primary goal of a data science capstone project? A. Develop and apply data science skills B. Create random datasets C. Build a personal website D. Write research papers Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
2. Which phase of a typical data science project lifecycle does the capstone project often align with? A. Data cleaning B. Data collection C. Data exploration D. Data visualization Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option D No explanation is given for this question Let's Discuss on Board
3. In a data science capstone project, what is the significance of a well-defined problem statement? A. Adds complexity to the project B. Is optional and not necessary C. Guides the entire project lifecycle D. Slows down data analysis Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
4. What is the role of a mentor or advisor in a data science capstone project? A. Review and grade the project B. Provide guidance and support C. Write the project report D. Review and grade the project Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option B No explanation is given for this question Let's Discuss on Board
5. In a capstone project, what is the purpose of the "exploratory data analysis" phase? A. Create data visualizations B. Build machine learning models C. Understand the dataset and identify patterns D. Collect data Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
6. Which of the following is NOT a typical deliverable in a data science capstone project? A. Data cleaning report B. Project presentation C. Final project report D. Annotated bibliography Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option D No explanation is given for this question Let's Discuss on Board
7. What is the primary difference between a data science capstone project and a typical coursework assignment? A. Real-world application B. Same level of complexity as assignments C. No mentor or advisor required D. No documentation required Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
8. Which phase of the capstone project involves selecting appropriate machine learning algorithms and models? A. Data collection B. Data visualization C. Data preprocessing D. Model development Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option D No explanation is given for this question Let's Discuss on Board
9. What is the primary objective of a data science capstone project presentation? A. Present code and data B. Showcase technical skills C. Communicate findings and insights D. Compare to other projects Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
10. In a capstone project, what is the role of data visualization and storytelling? A. Add complexity to the project B. Enhance communication of results C. Slow down the project D. Add complexity to the project Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option B No explanation is given for this question Let's Discuss on Board
