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Python Institute PCAD-31-02 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Statistical Methods and Modeling
Topic 2: Data Acquisition and Pre-Processing29.2%
Topic 3: Data Visualization and Communication
Topic 4: SQL and Data Management
Topic 5: Exploratory Data Analysis

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q94-Q99):

NEW QUESTION # 94
Which method is appropriate for combining two DataFrames based on a shared key column where non-matching rows should be excluded from the result?

Answer: C


NEW QUESTION # 95
Which storage system is best suited for storing and retrieving large volumes of unstructured data, such as images or logs?

Answer: D


NEW QUESTION # 96
Why might using a pie chart to represent category proportions be less effective than a bar chart?

Answer: D


NEW QUESTION # 97
Which Python construct allows you to iterate over a list of dictionary values and apply conditional logic to accumulate numerical values that meet a certain threshold?

Answer: C


NEW QUESTION # 98
What is the benefit of using the __name__ == "__main__" construct in Python scripts?

Answer: D


NEW QUESTION # 99
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