Podcast
Questions and Answers
What is the main purpose of the AI Project Cycle?
What is the main purpose of the AI Project Cycle?
- To follow a step-by-step process outlined in the NCERT Textbook
- To create a new AI-based product
- To derive value from an AI project and solve a problem (correct)
- To collaborate with teachers and examiners
Which of the following is not one of the 4 W's of Problem Scoping in the AI Project Cycle?
Which of the following is not one of the 4 W's of Problem Scoping in the AI Project Cycle?
- How (correct)
- Where
- What
- Who
What is the purpose of the 'Who' element in the 4 W's of Problem Scoping?
What is the purpose of the 'Who' element in the 4 W's of Problem Scoping?
- To determine the different aspects that affect the problem
- Both a and b (correct)
- To understand and categorize who is directly and indirectly affected by the problem
- To identify the stakeholders of the problem
Which of the following is not a stage of the AI Project Cycle?
Which of the following is not a stage of the AI Project Cycle?
What is the purpose of the 'Why' element in the 4 W's of Problem Scoping?
What is the purpose of the 'Why' element in the 4 W's of Problem Scoping?
What does the 'What' section in problem analysis help in?
What does the 'What' section in problem analysis help in?
Which type of data is in a standardized format and easily accessible by humans and programs?
Which type of data is in a standardized format and easily accessible by humans and programs?
What is the purpose of a test dataset in the context of machine learning?
What is the purpose of a test dataset in the context of machine learning?
What does a dataset contain?
What does a dataset contain?
What is the main difficulty associated with unstructured data?
What is the main difficulty associated with unstructured data?
Flashcards
AI Project Cycle Purpose
AI Project Cycle Purpose
The AI Project Cycle aims to solve a problem by extracting value from an AI project.
Problem Scoping 4 W's
Problem Scoping 4 W's
The 4 W's of Problem Scoping help analyze the problem to be solved. The 4 W's are: What, Why, Who, and Where. "How" isn't part of it.
Problem Scoping: Who
Problem Scoping: Who
The 'Who' element in problem scoping identifies the stakeholders involved and their needs.
Problem Scoping: Why
Problem Scoping: Why
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Problem Analysis: What
Problem Analysis: What
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Structured Data
Structured Data
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Test Dataset
Test Dataset
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Dataset
Dataset
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Unstructured Data Difficulty
Unstructured Data Difficulty
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AI Project Cycle Stages
AI Project Cycle Stages
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Study Notes
AI Project Cycle Overview
- The main purpose of the AI Project Cycle is to provide a structured framework for developing AI solutions, ensuring effective problem identification, analysis, and implementation.
4 W's of Problem Scoping
- The 4 W's of Problem Scoping include Who, Why, What, and Where; identifying each is essential for defining the project’s scope.
- The 'Who' element focuses on identifying the stakeholders and users affected by the problem and the AI solution being developed.
- The 'Why' element aims to clarify the rationale behind the project, including the motivations and expected outcomes.
Stages of the AI Project Cycle
- Common stages in the AI Project Cycle include problem identification, data preparation, model training, and evaluation.
- Not every listed option may be a stage in the AI Project Cycle; understanding and identifying each stage is critical for project management.
Data and its Types
- Datasets consist of structured and unstructured data, where structured data is formatted and easily accessible by both humans and programs.
- A test dataset is crucial in machine learning, as it evaluates model performance by providing unseen data for validation.
Unstructured Data Challenges
- Unstructured data often poses challenges due to its lack of a predefined format, making it difficult to process and analyze effectively.
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Description
Learn about the step-by-step process of the AI Project Cycle from the CBSESkillEduction collaboration for Class 9. Get insights on Problem Scoping and other stages from the NCERT Textbook 'Artificial Intelligence (417)'.
