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Python Institute PCAD-31-02 Exam Syllabus Topics:

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

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q116-Q121):

NEW QUESTION # 116
Which Python tool or library is best suited for retrieving data from HTML tables on web pages?

Answer: A


NEW QUESTION # 117
Which Python control structures are commonly used for data filtering and iterative operations in real-world analytics tasks?
(Choose two)

Answer: A,D


NEW QUESTION # 118
What is the purpose of using df.loc[2:5, 'column1'] in a Pandas DataFrame?

Answer: D


NEW QUESTION # 119
Which method in a Python class is responsible for initializing the object's attributes at the time of creation?

Answer: C


NEW QUESTION # 120
Which best practices help enhance database security when building Python data analysis pipelines?
(Choose two)

Answer: A,D


NEW QUESTION # 121
......

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