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Neural Networks and Deep Learning

  1. Neural networks and deep learning concepts
  2. Perceptrons and multi-layer networks
  3. Activation functions and backpropagation
  4. MicroSim: Neural network playground
  5. Training neural networks
  6. Common architectures and applications
  7. When to use neural networks vs. traditional methods