AI Project Cycle

Expand CBT_______________

• Computer Behaved Training

• Cognitive Behavioural Therapy

• Consolidated Batch of trainers

• Combined Basic Training

Name any 2 methods of collecting data.

• Surveys and Interviews

• Rumors and Myths

• AI models and applications

• Imagination and thoughts

What is the role of modelling in an NLP based AI model?

What will be the outcome, if the Prediction is "Yes" and it matches with the Reality? What will be the outcome, if the Prediction is "Yes" and it does not match the Reality?

• True Positive, True Negative

• True Negative, False Negative

• True Negative, False Positive

• True Positive, False Positive

Recall-Evaluation method is

• defined as the fraction of positive cases that are correctly identified.

• defined as the percentage of true positive cases versus all the cases where the prediction is true.

• defined as the percentage of correct predictions out of all the observations.

• comparison between the prediction and reality

Give 2 examples of Supervised Learning models.

• Classification and Regression

• Clustering and Dimensionality Reduction

• Rule Based and Learning Based

• Classification and Clustering

Divya was learning neural networks. She understood that there were three layers in a neural network. Help her identify the layer that does processing in the neural network.

• Output layer

• Hidden layer

• Input layer

• Data layer

Smita is working on a project that involves over a lakh of records. Which of the following should she use to make the best project?

• Traditional programming

• Manual processing

• IoT

• Neural networks

For better efficiency of an AI project Training data should be _______ i) Relevant ii) Scattered iii) Structured iv) Authentic Choose the correct option:

• Both i and ii

• Both i and iv

• Only i

• Only iv

The _______Sustainable Development Goals (SDGs) were launched at the United Nations Sustainable Development Summit in New York in the year 2015, forming the 2030 Agenda for Sustainable Development.

• 17

• 15

• 13

• 19