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Notebook: Coding a neural net


Notebook by Sergey Karayev.

In this video, we code a neural network from scratch. You'll get familiar with the Google Colab environment, create a simple linear regression model using only Numpy, and build a multi-layer perception regression model using NumPy, PyTorch, and Keras.

  • 0:30​ - Colab Notebook 101
  • 5:30​ - Numerical computing via NumPy
  • 10:15​ - Plotting via Matplotlib
  • 11:33​ - Basic regression with a linear model
  • 24:30​ - Basic regression with a multi-layer perceptron

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