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Updated assignment 5
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assignment5.md

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@@ -61,14 +61,10 @@ Below are the questions that you will be asked to answer about this assignment.
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It is a good idea to write your answers in a file on you own computer, instead of typing them directly into Gradescope, so that you'll have a copy after you press the submit button.
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1. What is the link to your Colab notebook?
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2. What are two places that you often get data from, and why are they each important?
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3. What is “fine-grained classification”, and why is it difficult?
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4. What are “labels”, and how do you get them in this dataset?
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5. Why shouldn’t images in a dataset have different shapes and sizes?
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6. What does it mean to “normalize” images?
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7. What is “transfer learning”, and why is it helpful?
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8. What is “overfitting”, and how do you try to avoid it?
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9. Describe two ways to interpret your model’s performance.
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10. Describe the connection between “unfreezing”, “fine-tuning”, and “learning rates”.
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2. What is the difference between classification and regression?
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3. What is a validation set? What is a test set? Why do we need them?
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4. What does it mean to “normalize” images?
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5. What is “overfitting”, and how do you try to avoid it?
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6. Describe two ways to interpret your model’s performance.
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