AI Project Cycle Class 9 Quiz and Flashcards

What is the main purpose of the AI Project Cycle?

Which of the following is not one of the 4 W's of Problem Scoping in the AI Project Cycle?

What is the purpose of the 'Who' element in the 4 W's of Problem Scoping?

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 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?

What is the purpose of a test dataset in the context of machine learning?

What does a dataset contain?

What is the main difficulty associated with unstructured data?

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.

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)'.