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Python Institute PCAD-31-02 Exam Syllabus Topics:

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

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q122-Q127):

NEW QUESTION # 122
What is the primary reason for using parameterized queries instead of directly formatting SQL strings in Python?

Answer: A


NEW QUESTION # 123
Which of the following statements correctly describe best practices when managing Python modules and packages in data analytics workflows?
(Choose two)

Answer: B,C


NEW QUESTION # 124
Which of the following would most likely be classified as unstructured data?

Answer: B


NEW QUESTION # 125
Which practices contribute to better exception handling in data pipelines involving file I/O and numerical computations?
(Choose two)

Answer: A,B


NEW QUESTION # 126
Which practices help ensure secure and effective execution of SQL queries in Python scripts?
(Choose all that apply)

Answer: B,C


NEW QUESTION # 127
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