Free Python Institute PCED Exam Questions

Absolute Free PCED Exam Practice for Comprehensive Preparation 

  • Python Institute PCED Exam Questions
  • Provided By: Python Institute
  • Exam: Certified Entry-Level Data Analyst with Python
  • Certification: PCED
  • Total Questions: 382
  • Updated On: Dec 06, 2025
  • Rated: 4.9 |
  • Online Users: 764
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  • Question 1
    • While evaluating a logistic regression model using a confusion matrix, you notice that the True Positive rate is significantly higher than the True Negative rate. What does this observation imply?

      Answer: A
  • Question 2
    • You are working with a large dataset containing multi-dimensional features related to customer behavior. The dataset is too large and complex to analyze easily. What technique could be most effective for reducing the dataset's dimensionality while retaining most of its original variance?

      Answer: A
  • Question 3
    • You are given a JSON file containing social data about users' interactions on a website. The JSON object includes an array named likes that should contain integers representing the number of likes each post has received. Which of the following Python code snippets would be most appropriate to validate that all elements in the likes array are indeed integers?

      Answer: B
  • Question 4
    • You are working with a logistic regression model for a binary classification problem. You notice that the training error is significantly lower than the validation error. What could you do to improve the model's performance on the validation set?

      Answer: D
  • Question 5
    • Suppose you are working on a classification problem with an imbalanced dataset. Which of the following techniques would not be effective for addressing the issue?

      Answer: A
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