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| Section | Weight | Objectives |
|---|---|---|
| Working with Data and Performing Simple Analyses | 32.5% | - Simple Analytical Techniques
|
| Python Basics for Data Analysis | 32.5% | - Data Structures
|
| Communicating Insights and Reporting | 12.5% | - Data Visualization
|
| Introduction to Data and Data Analysis Concepts | 22.5% | - Define and Classify Data
|
1. A Python script includes the expression not False and True. The developer is unsure how logical operators are evaluated in terms of precedence. What will be the final Boolean result of this expression?
A) Error
B) True
C) None
D) False
2. 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) Developing machine learning algorithms to predict user behavior.
B) Creating summary tables and charts to describe patterns in historical data.
C) Designing a data pipeline to ingest and process real-time sensor data.
D) Recommending pricing strategies using predictive modeling and A/B testing.
3. Which of the following code snippets will output Truefor both printfunctions by correctly identifying the type of each variable and performing valid operations?
A)
B)
C)
D) 
4. You are given a short Python script that uses both arithmetic and assignment operators. The variable x is initialized as 4, then updated using x *= 2 + 3. What will be printed when the final value of x is displayed?
A) 24
B) 20
C) 14
D) 10
5. An online retailer collects customer reviews, order transaction logs, and product ratings.
Which of the following correctly classifies these types of data? Select the best answer.
A) Product ratings are quantitative and structured; customer reviews are qualitative and unstructured; transaction logs are structured and quantitative
B) Product ratings are qualitative and structured; customer reviews are qualitative and unstructured; transaction logs are quantitative and semi-structured.
C) Product ratings are qualitative and unstructured; customer reviews are quantitative and structured; transaction logs are semi-structured and qualitative.
D) Product ratings are quantitative and unstructured; customer reviews are structured and qualitative; transaction logs are quantitative and unstructured.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: A |
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