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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: Data Visualization and Communication
Topic 4: Exploratory Data Analysis
Topic 5: Data Acquisition and Pre-Processing29.2%

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q85-Q90):

NEW QUESTION # 85
Which practices contribute to better exception handling in data pipelines involving file I/O and numerical computations?
(Choose two)

Answer: A,D


NEW QUESTION # 86
Which method in a Python class is responsible for initializing the object's attributes at the time of creation?

Answer: C


NEW QUESTION # 87
Which actions are considered part of basic data validation tasks in Python using Pandas?
(Choose two)

Answer: A,B


NEW QUESTION # 88
What is the main purpose of defining a class when working with complex data structures in a Python-based analysis project?

Answer: D


NEW QUESTION # 89
Which method is best suited to transform inconsistent entries such as "N/A", "missing", and empty strings into a standard missing value representation in a Pandas DataFrame?

Answer: D


NEW QUESTION # 90
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