10/23 Quiz

Describe one way in which survey tools can be biased.

• A. Leading questions
• B. Small sample size
• C. Both A and B
• D. Neither A nor B

What is historical bias?

• A. Bias in data that reflects past discrimination or inequality
• B. Bias introduced by the historical context of the data
• C. Bias caused by the historical period in which the data was collected
• D. All of the above

What does it mean to transform an image’s data into binary format?

• A. Converting the image into a series of 0s and 1s
• B. Reducing the image size
• C. Enhancing the image quality
• D. None of the above

Explain why data must be balanced.

• A. To prevent bias in the AI model
• B. To ensure the model can accurately predict outcomes for all groups
• C. To make the model more efficient
• D. Both A and B

Describe one example of an AI problem that is well-suited for automatically collected data.

• A. Predicting customer churn
• B. Analyzing social media sentiment
• C. Detecting fraud in financial transactions
• D. All of the above

You're working on a project to analyze customer satisfaction data. Which of the following is a crucial step in ensuring the quality of your dataset?

• A. Collecting as much data as possible, regardless of its relevance.
• B. Cleaning the data to remove errors, inconsistencies, and missing values.
• C. Focusing solely on the most recent data, ignoring historical trends.
• D. Assuming that the data is accurate and unbiased without further verification.

Describe one example of an AI problem that is well-suited for data collected from user input.

• A. Predicting product demand
• B. Analyzing customer feedback
• C. Optimizing website design
• D. All of the above

What is a risk mitigation strategy?

• A. A plan to reduce the negative impact of a risk
• B. A way to eliminate risk entirely
• C. A method for identifying potential risks
• D. None of the above

What is the difference between labeled and unlabeled data?

• A. Labeled data has been categorized or classified, while unlabeled data has not.
• B. Labeled data is more accurate than unlabeled data.
• C. Labeled data is easier to collect than unlabeled data.
• D. None of the above

Imagine you're part of a family using a new app to manage household chores. Using Role-Based Access Control (RBAC), how would you structure permissions for your parents, yourself, and your younger siblings?

• A. Assign everyone the same chores and responsibilities.
• B. Create separate roles for each family member, with different tasks and privileges based on age and abilities.
• C. Give your parents full control over the app, while you and your siblings have limited access.
• D. Assign chores and responsibilities based on individual family member characteristics, such as grades or behavior.