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| Section | Objectives |
|---|---|
| Topic 1: Python Programming Fundamentals | - Basic syntax and data types
|
| Topic 2: Data Handling and Processing with Python | - Working with data structures
|
| Topic 3: Basic Statistics for Data Analysis | - Descriptive statistics
|
| Topic 4: Data Analysis and Visualization | - Data visualization
|
Question 1
Below are six possible summaries for your presentation:
- Summary 1: "The data revealed a moderate positive correlation between age and recycling frequency. While 72% of students reported recycling paper regularly, only 39% reported recycling plastic."
- Summary 2: "Analysis showed notable differences in recycling habits by material type, with paper being most recycled and plastic least recycled."
- Summary 3: "Older kids recycled more than younger ones. Paper was the most recycled item- plastic got forgotten a lot."
- Summary 4: "Student responses showed positive environmental habits overall, though participation varied by waste type."
- Summary 5: "A lot of students said they recycle. Some didn't answer every question, so we couldn't figure out everything."
- Summary 6: "We asked more than 300 students about recycling. Most said they recycle paper, but way fewer recycle plastic." Which communication style is the best fit for Group A (data scientists) and Group B (12-year- olds), respectively? Select the best answer.
A. Summary 6 for Group A, Summary 5 for Group B
B. Summary 1 for Group A, Summary 3 for Group B
C. Summary 4 for Group A, Summary 3 for Group B
D. Summary 2 for Group A. Summary 6 for Group B
E. Summary 1 for Group A, Summary 6 for Group B
F. Summary 6 for Group A, Summary 3 for Group B
Question 2
A script attempts to divide two numbers using / and //. The values are 7 and 2. The developer wants to understand the difference between true division and floor division. What are the results respectively?
A. 4 and 3
B. 3 and 4
C. 3 and 3.5
D. 3.5 and 3
Question 3
You have a list of test scores, where each entry includes a student name and a score. Some students appear more than once. You want to compute the average score for each student and store the results in a dictionary. Here's the partial code block:
Which code correctly replaces the # MISSING CODE comment to calculate the average score for each student? Select the best answer.
A.
B.
C.
D. 
Question 4
What will be the output of the following code?
A. 10 5
B. 5 10
C. 5 5
D. 10 10
Question 5
Which task is traditionally or typically performed by a data analyst, and not by a data scientist or analytics specialist? Select the best answer.
A. Designing a data pipeline to ingest and process real-time sensor data.
B. Recommending pricing strategies using predictive modeling and A/B testing.
C. Developing machine learning algorithms to predict user behavior.
D. Creating summary tables and charts to describe patterns in historical data.
Solutions:
| Question 1 Answer: B | Question 2 Answer: D | Question 3 Answer: C | Question 4 Answer: C | Question 5 Answer: D |
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