Data exploration in Artificial intelligence

What is a project?

• A set of tasks to achieve a goal

• A collection of random tasks

• A single task to complete

• A set of tasks with no goal

What is the AI project cycle?

• A random sequence of actions

• A project without any planning

• A step by step process to develop an AI project

• A cycle for physical exercise

What is the first stage of the AI project cycle?

• Data acquisition

• Data modelling

• Problem scoping

• Data exploration

What is the process of collecting accurate and reliable data called?

• Data exploration

• Data acquisition

• Data evaluation

• Data modelling

What is the final stage of testing the models in the AI project cycle?

• Data exploration

• Data acquisition

• Evaluation

• Problem scoping

What does the 'Who' block in the 4Ws Problem canvas help in identifying?

• Solution to the problem

• Location of the problem

• People affected by the problem

• Nature of the problem

What does the 'What' block in the 4Ws Problem canvas focus on?

• Nature of the problem

• People affected by the problem

• Solution to the problem

• Location of the problem

What does the 'Where' block in the 4Ws Problem canvas help in understanding?

• Context of the problem

• Nature of the problem

• Solution to the problem

• People affected by the problem

What is the purpose of the Problem Statement Template?

• To summarise key points related to the problem

• To confuse stakeholders

• To ignore the problem

• To create more problems

What is the primary purpose of data exploration in Artificial Intelligence (AI)?

• To build machine learning algorithms
• To analyze and understand the data before applying machine learning algorithms
• To visualize data for presentations
• To predict future trends