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Python Institute PCAD-31-02 Exam Syllabus Topics:

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

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q20-Q25):

NEW QUESTION # 20
Which chart types are commonly used to represent relationships between two numerical variables in Python-based visualizations?
(choose two)
Response:

Answer: A,B


NEW QUESTION # 21
Which of the following practices contributes most to making Python scripts modular and maintainable?

Answer: C


NEW QUESTION # 22
What is the primary purpose of using a requirements.txt file in Python-based data projects?

Answer: B


NEW QUESTION # 23
What is the purpose of using the groupby() function in a Pandas DataFrame when analyzing a dataset with multiple categories and numerical values?

Answer: B


NEW QUESTION # 24
Which techniques are commonly used to manage type conversion between SQL and Python when importing database values?
(Choose two)

Answer: A,B


NEW QUESTION # 25
......

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