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Python Institute PCAD-31-02 Exam Syllabus Topics:

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

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q44-Q49):

NEW QUESTION # 44
Which Python control structures are commonly used for data filtering and iterative operations in real-world analytics tasks?
(Choose two)

Answer: B,D


NEW QUESTION # 45
Which characteristics are commonly associated with cloud-based data storage solutions?

Answer: D


NEW QUESTION # 46
Which characteristics are typically associated with supervised learning algorithms?
(Choose two)

Answer: A,D


NEW QUESTION # 47
What is the main purpose of validating a dataset before applying statistical analysis?

Answer: D


NEW QUESTION # 48
What is the primary reason for using parameterized queries instead of directly formatting SQL strings in Python?

Answer: A


NEW QUESTION # 49
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