Data Readiness Assessment Quiz

Quiz covering Technology Assessment

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

1. 1

   Which of the following best describes 'Data Readiness' in the context of planning an AI solution?

2. 2

   You are evaluating a dataset for a predictive maintenance AI project. You notice that 40% of the sensor readings are missing due to network failures. What is the most immediate concern for data readiness?

3. 3

   During a data audit, you discover that the historical data used for a customer churn model includes information from a period where a major company policy changed. What does this represent in terms of data readiness?

4. 4

   Which factor is most critical when assessing the 'Accessibility' of data for an AI solution?

5. 5

   When performing a 'Data Readiness Assessment' for a deep learning model, you find that your data is highly imbalanced (e.g., 99% of cases are 'negative' and 1% are 'positive'). What is the best technical approach to address this readiness gap before model training?