List of top Artificial Intelligence Questions on Applications of AI asked in CBSE CLASS XII

Picking an Analytic Approach to solve a problem is based on the type of question. Explain the given statement with suitable examples.
Give any two examples of each of the following with respect to evaluation of AI development platforms:
(a) Open Languages
(b) Productivity Enhancing Capabilities
“Time series decomposition involves thinking of a series as a combination of level, trend, seasonality and noise components.” Define any two of these components.
What is Train-Test Split Evaluation? What are the two types of problems for which Train-Test Split Evaluation can be used?
Briefly explain the Cross Validation Procedure to validate a model.
Which of the following analytical approach should be used to show relationships?
State True or False:
Human Biases in selecting test data can adversely impact the testing phase.
Which of the following is NOT one of the open frameworks used in AI model building?
State True or False:
If there is no pattern in the data, then AI development techniques may be employed.
Assertion (A) : MSE is a regression loss function.
Reason (R) : It is not good to use MSE if your target data is normally distributed around a mean value.
Select the appropriate option for the statements given above:
Which of the following is not an AI development platform?
A good model should have an RMSE value less than .............
What does the phrase “garbage in, garbage out” mean in the context of an AI project?
Which of the following is true about RMSE?