Online Access Free CT-AI Exam Questions

Which ONE of the following hardware is MOST suitable for implementing Al when using ML?
SELECT ONE OPTION

• A.High powered CPUs.
• B.Hardware supporting high precision floating point operations.
• C.Hardware supporting fast matrix multiplication.
• D.64-bit CPUs.

Arihant Meditation is a startup using Al to aid people in deeper and better meditation based on analysis of various factors such as time and duration of the meditation, pulse and blood pressure, EEG patters etc. among others. Their model accuracy and other functional performance parameters have not yet reached their desired level.
Which ONE of the following factors is NOT a factor affecting the ML functional performance?
SELECT ONE OPTION

• A.The number of classes
• B.Biased data
• C.The quality of the labeling
• D.The data pipeline

Which ONE of the below statements BEST describes how combinatorial testing can be applied to AI based systems?

• A.Two variants of the system can be used and compared
• B.Inputs to the system and environment factors can be considered parameters for pairwise tests
• C.Each neuron can be treated as a parameter for pairwise tests
• D.Combinatorial testing cannot yet be applied to AI

You are using a neural network to train a robot vacuum to navigate without bumping into objects. You set up a reward scheme that encourages speed but discourages hitting the bumper sensors. Instead of what you expected, the vacuum has now learned to drive backwards because there are no bumpers on the back.
This is an example of what type of behavior?

• A.Interpretability
• B.Reward-hacking
• C.Transparency
• D.Error-shortcircuiting

Which machine learning approach is most suitable for predicting customer purchase probability?
Choose ONE option (1 out of 4)

• A.Supervised learning (classification)
• B.Supervised learning (regression)
• C.Unsupervised learning
• D.Reinforcement learning