30.6.2 - Tools and Libraries
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Practice Questions
Test your understanding with targeted questions
What is Python primarily used for in AI and ML?
💡 Hint: Think about the characteristics of Python that make it unique.
Name one advantage of using Scikit-learn.
💡 Hint: Consider what Scikit-learn simplifies.
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Interactive Quizzes
Quick quizzes to reinforce your learning
Which programming language is most widely used in AI and ML?
💡 Hint: Remember the language popular for its ease of use.
True or False: Keras runs only with TensorFlow.
💡 Hint: Think about what Keras was developed for.
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Challenge Problems
Push your limits with advanced challenges
Design a simple machine learning model using Scikit-learn to classify whether a material is suitable for construction based on given properties. Explain your approach.
💡 Hint: Think about the importance of data preparation and algorithm choice.
Using Keras, formulate an approach to develop an image classification model for identifying different types of construction materials in pictures. Discuss the layers you would include.
💡 Hint: Focus on leveraging convolutional neural networks for image tasks.
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