Which is  the   final  component   in  the process  of communication as it defines the response given by the receiverto the sender.

Sameer gets up at 6 am and goes to hishobby classes. Then he comes home and finishes her homework before going to school.He does this all by himself. No one tells him to do it. This is an example of

Assertion(A): An entrepreneur takes risks.

Reason    (R):An entrepreneur is self-confident.

__________act as an interface between the user and the computer.

_____________refers to recruitment,employment, selection, training, development and compensation of the employees with an organization.

Choose the option which is not asustainable development goal according to United Nations.

Choose thefive stages of AI project cycle in correct order:

Online Company had been working on a secret AI recruiting tool. The machine-learning specialists uncovered a big problem: their new recruiting engine did not like women. The system taught itself that male candidates were preferable. It penalized resumes that included the word “women". This led to the failure of the tool. This is an example of-

Spam filteris an application of ____________.

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

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

State True /False

Machine Learning is asubset of Deep Learning.

WhiteSmoke isan example of ____________ domain of AI

Assertion: Rule based AI model is a static model.

Reasoning: Rule based model can evolve over changing data set.

Which search engine(s) make use of data science algorithms?

A                  system is a computervision based technology that identifies or verifies or matches a digital image (live or stored) of a human face againsta database of stored face images.

How does AI contribute to the field of Data Science?

____________can be defined as the measure of balance between precision and recall.

Kamal was learning the conditions that make up the confusion matrix. He came across a scenario in which the machine that was supposed to predict a furniture was always predicting not a furniture. What is this condition called?

Assertion(A): Image classification is the process of categorizing and labelling

                  groups of pixels or vectors within an image based on specific rules.

Reasoning(R): Image classification is a crucial step in medical imaging, allowing

                    for the diagnosis of diseases from X-rays or MRI scans.

________ isthe name of the popular programming language used in data science?

Preeti has an Alexa device which is able to answer her questions based on the available data. This is an example of NLP, So which of the following is the type of data used by NLP applications?

The F1 score ranges from ________to ______?

What does a pixel represent in an image?

What do wecall the process of dividing a string into component words?

“Converting text to a common case” is a step in Text Normalisation. (True/False)

When theprediction is False and reality is True, that condition is called_______

TFIDF stands for                       .

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

You are on a solo trip to a foreign country where you do not understand the local language. To navigate the city, you rely on a map that uses symbols and icons to represent important locations like tourist spots, restaurants, and public transportation stations. Which form of communication are you using to find your way around?

Rahul has a busy schedule with school, sports, and extracurricular activities. He made a timetable to focus on important tasks and avoid distractions, so he could finish everything on time without feeling stressed. Which skill of Rahul is demonstrating here?

When you turn on a computer, a program runs first to perform a self-test to check if everything is working properly. If all is fine, it loads the operating system so the computer can be used. What is the name of the program that runs a self-test when the computer is switched on?

Assertion: Entrepreneurs must come up with original ideas to be competitive in their industry. Reason: Many successful businesses have been built by adapting and improving upon established concepts to meet consumer needs.

Amit has a job at a bank but is unhappy with his career. He decides to start a financial consulting firm to help individuals manage their finances better. what is Amit's new role?

Ravi is a farmer who decides to stop using chemical fertilizers and instead uses natural options like cow dung and compost. As a result, his crops are healthier, and he improves the quality of his soil for future planting. Which practice is Ravi implementing to contribute to sustainable development

Assertion: Decision-making without adequate information often leads to uncertainty.

Reason: Random guessing is a reliable way to make decisions in uncertain situations.

During the development of an algorithm, any __________ can be transferred from the developer to the machine, which can lead to unintended consequences.

Statement 1: The hidden layers in a neural network are responsible for processing the inputs. Statement 2: The output layer generates the final prediction or classification.

During data collection, data which does not fall in the range of a certain element are referred to as ____________.

Which of the following is not considered a stop words?