Coursera - Neural Networks and Deep Learning - Week 4 - Section 1 - Deep Neural Networks
2025年01月17日
What is a deep neural network?
Deep neural network notation
Forward propagation in a deep network
Parameters W[l] and b[l]
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Vectorized implementation
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Week 4: Deep Neural Networks
Section 1: Deep Neural Network
1. Video: Deep L-layer Neural Network
What is a deep neural network?
Deep neural network notation
2. Video: Forward Propagation in a Deep Network
Forward propagation in a deep network
3. Video: Getting your Matrix Dimensions Right
Parameters W[l] and b[l]
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Vectorized implementation
4. Video: Why Deep Representations?
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5. Video: Building Blocks of Deep Neural Networks
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6. Video: Forward and Backward Propagation
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7. Reading: Optional Reading: Feedforward Neural Networks in Depth
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8. Video: Parameters vs Hyperparameters
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9. Reading: Clarification For: What does this have to do with the brain?
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10. Video: What does this have to do with the brain?
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