2.2.1 - Definition
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.
Practice Questions
Test your understanding with targeted questions
What is Problem Scoping?
💡 Hint: Think about the first step when starting an AI project.
Name one type of data you might collect.
💡 Hint: Consider how data is organized.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the purpose of the AI Project Cycle?
💡 Hint: Consider the benefits of having a plan.
True or False: Data Exploration is an optional step in the AI Project Cycle.
💡 Hint: Think about its role before modeling.
1 more question available
Challenge Problems
Push your limits with advanced challenges
You are tasked to build an AI for predicting customer purchasing behaviors. Describe how you would approach Problem Scoping.
💡 Hint: Consider who will be using the insights and for what purpose.
Your team faces challenges with unclean data causing poor model performance. Create a plan for Data Exploration to address this.
💡 Hint: Think about common data issues you may encounter.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.