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update youtube url
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numpy_class/classification_example.py

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# https://deeplearningcourses.com/c/deep-learning-prerequisites-the-numpy-stack-in-python
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# https://www.udemy.com/deep-learning-prerequisites-the-numpy-stack-in-python
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# YouTube direct link: http://bit.ly/2LENC50
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from __future__ import print_function, division
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from future.utils import iteritems

numpy_class/regression_example.py

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# https://deeplearningcourses.com/c/deep-learning-prerequisites-the-numpy-stack-in-python
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# https://www.udemy.com/deep-learning-prerequisites-the-numpy-stack-in-python
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# YouTube direct link: http://bit.ly/2LENC50
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# Get the data from:
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# https://archive.ics.uci.edu/ml/datasets/Airfoil+Self-Noise

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