List of practice Questions

What role does data play in AI-based applications? Name any two sources of online data collection for building any AI-based application.

For a healthcare organisation’s objective of predicting disease outbreaks and efficiently allocating resources through the analysis of medical records, would you recommend using supervised learning or unsupervised learning as the preferred machine learning approach? Explain your choice briefly.

What do you mean by Evaluation of an AI model? Also explain the concept of overfitting with respect to AI model Evaluation.

What are the primary differences between Script-bots and Smart-bots?

Differentiate between Machine Learning (ML) and Deep Learning (DL).

The method of communication that you choose could affect the relationship with your peers, superiors, and customers. Write the four factors on the basis of which you can choose the right method of communication.

Mention any two measures that individuals or organisations can take to protect their data from theft and viruses.

What is the importance of time management in effectively dealing with stress?Provide any one strategy for improving time management skills to reduce stress.

List any two common misconceptions about entrepreneurship.

Give any two examples of how individual choices and behaviours can contribute in achieving sustainable development.

Which domain of AI is used for interacting with virtual assistants such as Siri and Alexa?

The 4 W’s Problem Canvas helps in identifying the key elements related to the given problem. Which of the following is NOT one of the blocks of the Problem Canvas?

The concept of __ is used to apply face filters on various social media platforms.

Statement 1: To evaluate a model's performance, we need either precision or recall.
Statement 2: When the value of both Precision and Recall is 1, the F1 score is 0.

When a machine possesses the ability to mimic human traits, i.e., make decisions, predict the future, learn, and improve on its own, it is said to have:

Assertion (A): The term used to refer to the number of pixels in an image is resolution.
Reason (R): Resolution in an image denotes the total number of pixels it contains, usually represented as height x width.

What is the primary need for evaluating an AI model’s performance in the AI Model Development process?

Name any two search engines.

Which of the following represents an example of a recommendation system?

Bag of Words is a ___ model which helps in extracting features out of the text which can be helpful in machine learning algorithms.

Which form of unsupervised learning does the following diagram indicate?

Statement 1: Confusion matrix is an evaluation metric.
Statement 2: Confusion Matrix is a record which helps in evaluation.

Which of the following applications is not associated with Natural Language Processing (NLP)?

In spam email detection, which of the following will be considered as "False Negative"?

In computer vision which of the following tasks is used for multiple objects?