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Python Institute PCAD-31-02 Exam Syllabus Topics:

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

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q101-Q106):

NEW QUESTION # 101
Why is it important to use a test dataset separate from the training dataset when evaluating a machine learning model?

Answer: D


NEW QUESTION # 102
Which approaches help tailor data visualizations for non-technical stakeholders?
(Choose two)

Answer: A,C


NEW QUESTION # 103
You have a list of product prices, and you need to remove duplicate values while maintaining the fastest performance. Which core data structure should you use?

Answer: A


NEW QUESTION # 104
Which of the following are limitations of manual data collection methods?
(Choose two)

Answer: B,C


NEW QUESTION # 105
When joining two tables in a relational database using SQL, which clause is used to specify the relationship between their columns?

Answer: D


NEW QUESTION # 106
......

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