7.6.1 - AI Relies on Data
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Practice Questions
Test your understanding with targeted questions
What is the main reason AI relies on data?
💡 Hint: Think of data as the 'fuel' for AI.
What are the two main types of data?
💡 Hint: One is about categories and the other about numbers.
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Interactive Quizzes
Quick quizzes to reinforce your learning
Why is data crucial for AI systems?
💡 Hint: Consider what fuels the learning process in AI.
True or False: All data is equally beneficial for AI training.
💡 Hint: Think about the effects of incorrect information.
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Challenge Problems
Push your limits with advanced challenges
Design a simple AI model to predict student performance based on historical test scores. What statistical methods would you use to analyze and clean the data to ensure accurate predictions?
💡 Hint: Consider both the input data and methods to analyze them.
Discuss how bias in training data can affect the predictions made by an AI model. Provide a real-world example to support your argument.
💡 Hint: Think of the implications of skewed data on model outcomes.
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