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Python Institute PCAD-31-02 Exam Syllabus Topics:

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

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q29-Q34):

NEW QUESTION # 29
Which technique is considered a primary defense against SQL injection when executing database queries from Python?

Answer: D


NEW QUESTION # 30
Which approaches help tailor data visualizations for non-technical stakeholders?
(Choose two)

Answer: C,D


NEW QUESTION # 31
Which practices are essential to ensure a fair evaluation of a machine learning model's performance?
(Choose two)

Answer: A,C


NEW QUESTION # 32
What does the standard deviation of a dataset represent in the context of statistical analysis?

Answer: D


NEW QUESTION # 33
Which file format is most suitable for exchanging large tabular datasets with consistent column data types across systems?

Answer: D


NEW QUESTION # 34
......

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