#Reading Materials
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3. Nonparametric Methods
- use of probability distributions that have specific functional forms governed by a small number of parameters whose values are to be determinied fro...
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4. Introduction to ML Concepts
- **Inductive Bias**
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Lab: Image Filtering
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Lab: Image Formation
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Supplement: Binary Cross-Entropy Loss Derivation
For a single training example:
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Supplement: Full SVM Derivation
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Supplement: NumPy Tutorial
> [!IMPORTANT]
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Supplement: Probability Distributions
- The number of successes in a fixed number of independent trials, each with the same probability of success.