1.5 - Let's See a Small ML Example (Using Python)
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Practice Questions
Test your understanding with targeted questions
What is the first step in building a machine learning model?
💡 Hint: Think about what information you need.
Name one library in Python that you can use for machine learning.
💡 Hint: It starts with 'sci'.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the function of a machine learning model?
💡 Hint: Consider what the model does after receiving data.
True or False: Linear regression can only be used for categorical data.
💡 Hint: Think about what types of data you can fit a line to.
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Challenge Problems
Push your limits with advanced challenges
Consider you have a dataset with hours studied and test scores for a class. If a student studies for 2.5 hours, predict their likely score based on given data points.
💡 Hint: Make sure to plot the data and visualize the regression line.
Analyze how the relationship between study hours and marks might change if we introduce more variables, like class attendance or sleep hours.
💡 Hint: Think about how this might complicate or improve your predictions.
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Reference links
Supplementary resources to enhance your learning experience.