Aiforkids - Recent questions and answers in AI Project Cycle

Answered: 1. What is the purpose of defining the problem statement during the Problem Scoping stage in an AI project cycle? A) To collect data B) To understand the aim and objective of the project C) To train the model D) To process data

Fri, 16 Jan 2026 04:30:00 +0000

Ans. B)

To understand the aim and objective of the project

Answered: Identify the stage of AI ptoject cycle- in this stage, data from multiple sources are collected, cleared and aggregated in sutiable format and normalized

Thu, 12 Jan 2023 13:59:41 +0000

B) Data Acquisition

Data acquisition is the stage in the AI project cycle where data from multiple sources is collected, cleared and aggregated in a suitable format and normalized.
This is an important step as the quality and quantity of data will greatly impact the performance and accuracy of the AI models developed in later stages of the project.
Data can be collected from a variety of sources such as databases, sensors, and external sources such as social media or publicly available datasets.
This data must be cleaned and preprocessed to ensure that it is in a format that can be used by the AI models in the next stages.

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Answered: __ and are AI based applications that help us in navigation.

Sat, 31 Dec 2022 08:52:25 +0000

There are many AI-based applications that can help with navigation, but two examples are GPS (Global Positioning System) and Waze.

GPS is a satellite-based navigation system that allows users to determine their exact location and track their movements. It can be used for a variety of navigation purposes, such as driving directions, hiking trails, and tracking fitness activities.

Waze is a navigation app that uses real-time traffic data and user-reported information to provide the quickest route to a destination. It also includes features such as alerts for accidents, police speed traps, and other potential road hazards.

Answered: The classification Model of AI Project cycle works on: The labelled data The discrete dataset The continuous data Both a and b

Mon, 13 Jun 2022 11:07:24 +0000

The correct option is Option 4 Both a & b.

Labelled Data- Labeled data is a group of samples that have been tagged with one or more labels.
Discrete Data- Discrete data is information that can only take certain values. These values don't have to be whole numbers

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Answered: Which of the following is correct about the learning based approach?

Mon, 13 Jun 2022 10:55:04 +0000

The correct option is Option D It can improve itself based on the feedbacks.

Explanation:-

The learning-Based Approach is based on a Machine learning experience with the data fed.

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Answered: The ____ SDG goal aim to encourage economic growth and higher levels of productivity with technological innovations.

Mon, 13 Jun 2022 10:51:07 +0000

The Decent Work and Economic Growth Goal 8 SDG goal aim to encourage economic growth and higher levels of productivity with technological innovations.

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Answered: The 4Ws________ helps us to identify the key elements related to the problem.

Mon, 13 Jun 2022 10:10:22 +0000

The 4Ws Problem Canvas helps us to identify the key elements related to the problem.

The 4W's of Problem Scoping are Who, What, Where, and Why. These 4Ws helps in identifying and understanding the problem in a better and more efficient manner.

Who- "Who" part helps us in comprehending and categorizing who all are affected directly and indirectly with the problem and who are called the Stake Holders.

What- "What" part helps us in understanding and identifying the nature of the problem and how do we get to know what helps to get us know the evidence.

Where- "Where" does the problem arises (context), situation, and the location.

Why- "Why" is the given problem worth solving and tells about benefits to the stakeholders.

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Answered: A school uses an AI-based system to manage the learning process by delivering customized study materials.What is the significance of this scenario?

Sat, 11 Jun 2022 10:42:57 +0000

The correct option is Option 2 Algorithm Bias.

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Answered: Identify the learning model

Sat, 11 Jun 2022 10:38:25 +0000

The correct option is Option 3 Reinforcement Learning.

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Answered: Which of the following would be the ideal problem statement template?

Sat, 11 Jun 2022 10:32:49 +0000

The correct option is Option 3 Remote employees have a problem that they are getting irrelevant and unwanted mails frequently from different departments. An ideal solution is to use the communication app and email should be used only for formal work messages.

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Answered: Assertion (A): System maps tool helps figure out the relationship of elements with the project’s goal.Reason (R): Positive arrows determine a direct relationship of elements while the negative arrows show an inverse relationship of elements.

Sat, 11 Jun 2022 10:21:24 +0000

The correct option is Option 3 Both A and R are true.

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Answered: Which of the following steps are involved in converting data from various sources into digital format?

Sat, 11 Jun 2022 10:17:08 +0000

The correct option is Option 4 Data Exploration.

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Answered: Which of the following domains is used to detect fake news so that the audience has a high level of trust in the news channel?

Sat, 11 Jun 2022 10:13:00 +0000

The correct option is Option 3 NLP.

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Answered: Which of the following is not a layer of neural networks?

Sat, 11 Jun 2022 09:45:35 +0000

Correct option is Option 2 The data layer is used to provide data to input and hidden layer.

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Answered: ‘ASK DISHA’ is an inquiry-based chatbot of IRCTC that instantly replies to live queries from users related to questions like cancellation of e-ticket, check refund status, check availability, Tatkal timing, etc. This chatbot uses___________.

Sat, 11 Jun 2022 09:42:08 +0000

ASK DISHA’ is an inquiry-based chatbot of IRCTC that instantly replies to live queries from users related to questions like cancellation of e-ticket, check refund status, check availability, Tatkal timing, etc. This chatbot uses NLP.

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Answered: The above points are regarding algorithms. Which stage of AI project life cycle requires algorithms?

Sat, 11 Jun 2022 03:27:41 +0000

The correct Option is Option 3 Modelling.

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Answered: Customer churn or attrition is one of the toughest challenges for every organization. Acquiring a new client is more expensive than retaining an existing customer. The customer churn directly affects the company’s operating costs and market spending.

Sat, 11 Jun 2022 03:17:55 +0000

The correct option is Option 3 NLP.

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Answered: A teacher instructs the students to draw and colour five geometric objects in different colours. This is an example of:

Sat, 11 Jun 2022 03:12:40 +0000

The correct Option is Option 3 Unsupervised Learning.

The model is able to predict if the image is a red circle, a green rectangle, or a white square, etc. This is an example of Unsupervised Learning.

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Answered: In a class, a teacher has grouped students according to their level of intelligence like Below Average, Average, Above Average and Brilliant to evaluate their academic performance. This is an example of:

Sat, 11 Jun 2022 03:05:30 +0000

The correct Option is Option 3 Clustering.

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Answered: ___ assists in analyzing the outcome of each algorithm utilized and selecting the best method to produce the most efficient and accurate outcome.

Fri, 10 Jun 2022 11:28:26 +0000

Evaluation assists in analyzing the outcome of each algorithm utilized and selecting the best method to produce the most efficient and accurate outcome.

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Answered: 0. It is an application which offers appropriate results on the basis of the same search behaviour or user intention, so people will find what they need. Which of the following applications can you relate to this?

Fri, 10 Jun 2022 11:21:51 +0000

The correct Option is Option 3 Search Engine.

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Answered: Which of the following statements is correct?

Fri, 10 Jun 2022 11:17:15 +0000

Correct option is Option 1 (a) and (d) only.

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Answered: Choose the incorrect working of AI life cycle:(i) 4Ws Canvas: Who?, What?, Where?, Why? (ii) Data Exploration: Data Access and Cleaning (iii) Modelling: Model Testing (iv) Data Acquisition: Problem Statement

Fri, 10 Jun 2022 11:14:20 +0000

The correct option is Option 3

Modelling: Model Testing.

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Answered: Assertion (A): A pie chart is divided into segments to represent values of different sizes.Reason (R): Pie chart is very effective when we have so many data series

Fri, 10 Jun 2022 11:09:49 +0000

Option 2 is correct.

A is true but R is false

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Answered: Can you identify the following keeping this in mind? (a) How many people have been there? (b) What have they been wearing? (c) How many people had the weapon? (d) Where did the gangster hit the shopkeeper? (e) How did they get to the site of the incident? (f) What was the incident’s actual time?

Fri, 10 Jun 2022 11:05:27 +0000

Correct option is Option 2

(a) five, (b) black shirts, (c) three, (d) head and wrist, (e) black jeep, (f) 3 pm.

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Answered: Which of the following applications can you relate to this?

Fri, 10 Jun 2022 10:31:44 +0000

The correct option is Option 3 Augmented Reality.

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Answered: Choose the correct option:

Fri, 10 Jun 2022 10:25:46 +0000

Option 4 is correct.

Classification helps in predicting Black or white, Infected or Not Infected

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Answered: Classify as Supervised and Unsupervised Learning.

Fri, 10 Jun 2022 07:25:13 +0000

Regression, K-NN (K-Nearest Neighbour), and Decision Tree are Supervised Learning.

Clustering is Unsupervised Learning.

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Answered: Define confusion matrix.

Fri, 03 Jun 2022 08:43:12 +0000

Confusion matrix is a record, it helps us in finding the metrics.

Confusion matrix is not a calculation, it's a comparison of prediction and reality.

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Answered: What are the outcomes of comparison between Prediction and Reality?

Fri, 03 Jun 2022 08:38:44 +0000

1. We can improve the efficiency and performance of the AI model

2. We can check the mistakes which were made while training the model.

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Answered: Which of the following is not part of the AI Project Cycle?

Mon, 30 May 2022 08:12:55 +0000

C is the correct answer

Explanation :-

The five stages of the AI Project Cycle

Problem Scoping – Understanding the Problem
Data Acquisition – Collecting accurate and reliable data
Data Exploration – Arranging the data uniformly
Modelling – Creating Models from the data
Evaluation – Evaluating the project

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Answered: _______________ is the last stage of the AI project Life cycle

Sun, 29 May 2022 05:48:36 +0000

Evaluation is the correct answer

Explanation:-

Evaluation is the process of understanding the reliability of any AI model, based on outputs by feeding the test dataset into the model and comparing it with actual answers. There can be different Evaluation techniques, depending on the type and purpose of the model. Remember that It’s not recommended to use the data we used to build the model to evaluate it. This is because our model will remember the whole training set and consistently predict the correct label for any point in the training set. This is known as overfitting.

Study more about Evaluation at Evaluation Class 10

Aiforkids - Recent questions and answers in AI Project Cycle

Answered: 1. What is the purpose of defining the problem statement during the Problem Scoping stage in an AI project cycle? A) To collect data B) To understand the aim and objective of the project C) To train the model D) To process data

Answered: Identify the stage of AI ptoject cycle- in this stage, data from multiple sources are collected, cleared and aggregated in sutiable format and normalized

Answered: ____________ and __________ are AI based applications that help us in navigation.

Answered: The classification Model of AI Project cycle works on: The labelled data The discrete dataset The continuous data Both a and b

Answered: Which of the following is correct about the learning based approach?

Answered: The ____ SDG goal aim to encourage economic growth and higher levels of productivity with technological innovations.

Answered: The 4Ws________ helps us to identify the key elements related to the problem.

Answered: A school uses an AI-based system to manage the learning process by delivering customized study materials.What is the significance of this scenario?

Answered: Identify the learning model

Answered: Which of the following would be the ideal problem statement template?

Answered: Assertion (A): System maps tool helps figure out the relationship of elements with the project’s goal.Reason (R): Positive arrows determine a direct relationship of elements while the negative arrows show an inverse relationship of elements.

Answered: Which of the following steps are involved in converting data from various sources into digital format?

Answered: Which of the following domains is used to detect fake news so that the audience has a high level of trust in the news channel?

Answered: Which of the following is not a layer of neural networks?

Answered: ‘ASK DISHA’ is an inquiry-based chatbot of IRCTC that instantly replies to live queries from users related to questions like cancellation of e-ticket, check refund status, check availability, Tatkal timing, etc. This chatbot uses___________.

Answered: The above points are regarding algorithms. Which stage of AI project life cycle requires algorithms?

Answered: Customer churn or attrition is one of the toughest challenges for every organization. Acquiring a new client is more expensive than retaining an existing customer. The customer churn directly affects the company’s operating costs and market spending.

Answered: A teacher instructs the students to draw and colour five geometric objects in different colours. This is an example of:

Answered: In a class, a teacher has grouped students according to their level of intelligence like Below Average, Average, Above Average and Brilliant to evaluate their academic performance. This is an example of:

Answered: ___ assists in analyzing the outcome of each algorithm utilized and selecting the best method to produce the most efficient and accurate outcome.

Answered: 0. It is an application which offers appropriate results on the basis of the same search behaviour or user intention, so people will find what they need. Which of the following applications can you relate to this?

Answered: Which of the following statements is correct?

Answered: Choose the incorrect working of AI life cycle:(i) 4Ws Canvas: Who?, What?, Where?, Why? (ii) Data Exploration: Data Access and Cleaning (iii) Modelling: Model Testing (iv) Data Acquisition: Problem Statement

Answered: Assertion (A): A pie chart is divided into segments to represent values of different sizes.Reason (R): Pie chart is very effective when we have so many data series

Answered: Which of the following applications can you relate to this?

Answered: Choose the correct option:

Answered: Classify as Supervised and Unsupervised Learning.

Answered: Define confusion matrix.

Answered: What are the outcomes of comparison between Prediction and Reality?

Answered: Which of the following is not part of the AI Project Cycle?

Answered: _______________ is the last stage of the AI project Life cycle

Answered: __ and are AI based applications that help us in navigation.