Notebook: Coding a Neural Network (Full Stack Deep Learning - Spring 2021)

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Издатель
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.

0:00 - Intro
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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Thingiverse
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