Practice Importance of Iteration in the AI Project Cycle - 3.3 | 3. Introduction to AI Project Cycle | CBSE Class 10th AI (Artificial Intelleigence)
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3.3 - Importance of Iteration in the AI Project Cycle

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Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What does the term 'iteration' mean in the context of an AI project?

💡 Hint: Think about what happens when a model doesn’t perform well.

Question 2

Easy

Name one reason why a team might need to revisit data acquisition.

💡 Hint: Consider what would happen if data were missing or incomplete.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What is the role of iteration in the AI Project Cycle?

  • To make the first model perfect
  • To refine and improve models continuously
  • To skip steps in the project

💡 Hint: Think about why we would want to improve something over time.

Question 2

True or False: Iteration is only necessary when the model performs well.

  • True
  • False

💡 Hint: Consider the purpose of evaluation.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Imagine you launched an AI model to analyze customer preferences but found it gave very generic results. Design a step-by-step iterative plan for improving this model.

💡 Hint: Think through what could help the model give more personalized outputs.

Question 2

You have an AI model predicting traffic patterns that is underperforming. What iterative steps would you take to enhance it?

💡 Hint: Consider what additional factors might impact traffic predictions.

Challenge and get performance evaluation