Online Access Free CAIC Practice Test

Supervised learning is a type of machine learning where the algorithm learns from a ______.

• A.a and c only
• B.explained dataset
• C.unlabeled dataset
• D.labeled dataset
• E.a and b only

Choose the CORRECT option for conjoint analysis.

• A.Conjoint analysis is used in product management, marketing, and advertising.
• B.All of the above
• C.Conjoint analysis is an approach to product and pricing research.
• D.Conjoint analysis evaluates price sensitivity and anticipates market shares.
• E.Conjoint analysis identifies customer preferences and makes use of that knowledge to choose product features.

Choose the CORRECT reasons. We want to study AI to automate things, because

• A.The sensing and actuation must happen in real time with high precision.
• B.All of the above
• C.It deals with huge and insurmountable amounts of data. The human brain can't keep track of so much data.
• D.We live in a world where knowledge derived from this data must be updated constantly because the data itself keeps changing.
• E.We live in a world where data originates from multiple sources simultaneously. The data is unorganized and chaotic.

If humans are labeling the data and the machine is correctly labeling current or future data points, it's ______.

• A.Semi-supervised learning
• B.Semi Reinforcement learning
• C.unsupervised learning
• D.supervised learning
• E.reinforcement learning

What type of learning is used when a model is trained with labeled data?

• A.Semi-supervised Learning
• B.Support Vector
• C.Reinforcement Learning
• D.Supervised Learning
• E.Unsupervised Learning