X_AI_Ch3_ Math For AI

Name

Section

• A
• B
• C

Computers Only Understand___________

• Natural Language
• Machine Language
• Self generated language
• None of these

Which domain of AI uses mathematics to process arrays of pixels into high-level descriptions?

• a) Natural Language Processing (NLP)
• b) Data Science
• c) Computer Vision
• d) Robotics

How do recommendation systems in e-commerce platforms utilize mathematics?

• a) To calculate shipping costs
• b) To analyze customer reviews
• c) To recognize patterns in user preferences
• d) To design website layouts

Which application of AI uses statistical analysis of customer data to predict defaulters and inform loan decisions?

• a) Healthcare Diagnosis
• b) Recommendation Systems
• c) Autonomous Driving
• d) Credit Scoring in Finance

Which mathematical concept is used to predict the likelihood of an event, such as a customer clicking on a specific advertisement?

• a) Statistics
• b) Probability
• c) Linear Algebra
• d) Calculus

In machine learning, which mathematical concept is used to optimize models by evaluating how quickly errors decrease with additional training data?

• a) Statistics
• b) Linear Algebra
• c) Probability
• d) Calculus

___________is the smallest unit in an image.

• Pixel
• Resolution
• 2-D array
• 3-D array

What is the primary purpose of a frequency table in statistics?

• a) To display numerical data in a graphical format
• b) To summarize categorical data by showing the count of observations in each category
• c) To perform statistical tests such as hypothesis testing
• d) To calculate measures of central tendency