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Mathematical Preliminaries

The minimal math you need: time series tensors, 1D convolution, recurrent networks, attention, and softmax cross-entropy.

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What you'll unlock:

  • 1. Time Series & Tensors
  • 2. 1D Convolution for Sensor Streams
  • 3. Recurrent Networks & LSTM Cells
  • 4. Self-Attention
  • 5. Softmax & Cross-Entropy
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