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Python Institute PCAD-31-02 Exam Syllabus Topics:

SectionWeightObjectives
Exploratory Data Analysis
Data Visualization and Communication
Statistical Methods and Modeling
SQL and Data Management
Data Acquisition and Pre-Processing29.2%

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q44-Q49):

NEW QUESTION # 44
What is the correct sequence to connect to a database and execute a query using the sqlite3 module in Python?

Answer: A


NEW QUESTION # 45
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: A


NEW QUESTION # 46
Which of the following is the most suitable data structure in Python for representing a tabular row with column names?

Answer: B


NEW QUESTION # 47
Which Python feature allows the reuse of logic in different data processing steps, reducing duplication and improving maintainability?

Answer: B


NEW QUESTION # 48
What is the main purpose of using the bootstrapping technique in inferential statistics?

Answer: D


NEW QUESTION # 49
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