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Python Institute PCAD-31-02 Exam Syllabus Topics:

SectionWeightObjectives
Data Acquisition and Pre-Processing29.2%
SQL and Data Management
Statistical Methods and Modeling
Exploratory Data Analysis
Data Visualization and Communication

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q106-Q111):

NEW QUESTION # 106
What is the primary purpose of using annotations in a data visualization?

Answer: A


NEW QUESTION # 107
What result will the following Pandas expression return: df['Age'].notnull().all()?

Answer: B


NEW QUESTION # 108
Which of the following exceptions would most likely be raised if a string is directly converted to an integer in Python?

Answer: D


NEW QUESTION # 109
Which of the following practices improves clarity when combining visualizations and textual explanations in a report?

Answer: B


NEW QUESTION # 110
Which technique would be most appropriate to handle missing numerical values in a dataset intended for machine learning?

Answer: A


NEW QUESTION # 111
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