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- # 6 Logistic Regression
- ## 6.1 Classification
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- ## 6.2 Hypothesis Representation
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- ## 6.3 Decision Boundary
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- ## 6.4 Cost Function
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- ## 6.5 Simplified Cost Function and Gradient Descent
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- ## 6.6 Advanced Optimization
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- ## 6.7 Multiclass Classification_ One-vs-all
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- # 7 Regularization
- ## 7.1 The Problem of Overfitting
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- ## 7.2 Cost Function
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- ## 7.3 Regularized Linear Regression
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- ## 7.4 Regularized Logistic Regression
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