Understanding Neural Networks: From Pixels to Predictions
A comprehensive program to understand the fundamentals of neural networks, their architecture, training process, and applications. This program uses the original text as its primary source, ensuring the program's structure and character accurately reflect the author's intent and explanations. The program also includes a hands-on exercise to build intuition.
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What You'll Accomplish
- Understand the basic architecture of neural networks.
- Explain the process of forward and backward propagation.
- Identify real-world applications of neural networks.
- Discuss the ethical considerations surrounding the advancement of neural networks.
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