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jdwittenauer committed Aug 7, 2016
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#### Libraries

Demonstrations and use cases for many of the most widely used "data science" Python libraries.
Examples using a variety of popular "data science" Python libraries.

<a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/notebooks/libraries/NumPy.ipynb">NumPy</a><br/>
<a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/notebooks/libraries/SciPy.ipynb">SciPy</a><br/>
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#### Tensorflow Deep Learning Exercises

Implementations of the assignments from Google's Udacity course on deep learning (NOTE: I did not complete the last assignment and may not get back to it for a while).
Implementations of the assignments from Google's Udacity course on deep learning.

<a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/notebooks/tensorflow/Tensorflow-1-NotMNIST.ipynb">Assignment 1 - Intro & Data Prep</a><br/>
<a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/notebooks/tensorflow/Tensorflow-2-FullyConnected.ipynb">Assignment 2 - Regression & Neural Nets</a><br/>
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#### Spark Big Data Labs

Lab exercises for the Spark class on edX. I think it's okay to post these now that the class has ended. If you're running through the class content, you're probably better off solving these on your own first.
Lab exercises for the original Spark classes on edX.

<a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/notebooks/spark/Spark-Lab0-Tutorial.ipynb">Lab 0 - Learning Apache Spark</a><br/>
<a href="http://nbviewer.ipython.org/github/jdwittenauer/ipython-notebooks/blob/master/notebooks/spark/Spark-Lab1-WordCount.ipynb">Lab 1 - Building A Word Count Application</a><br/>
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