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| Section | Weight | Objectives |
|---|---|---|
| Data Analysis Fundamentals | 20% | - Data Collection and Preparation
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| Python Programming for Data Analysis | 30% | - Control Flow and Functions
|
| Working with Data Using Python Libraries | 30% | - NumPy Fundamentals
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| Applied Data Analysis Projects | 20% | - Data Analysis Workflow
|
Which practices contribute to better exception handling in data pipelines involving file I/O and numerical computations?
(Choose two)
Correct Answer: A,B 🗳️
Which conditions typically necessitate data normalization or scaling before analysis?
(choose two)
Correct Answer: C,D 🗳️
What is the main reason to remove duplicate records before performing analysis?
Correct Answer: C 🗳️
What is the primary role of the pandas library in the Python data science ecosystem?
Correct Answer: A 🗳️
What does a Pearson correlation coefficient value of -0.9 imply about the relationship between two numerical variables?
Correct Answer: A 🗳️
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