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Title: GitHub - DeercoderResearch/data-science-ipython-notebooks: Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes

Open Graph Title: GitHub - DeercoderResearch/data-science-ipython-notebooks: Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes

X Title: GitHub - DeercoderResearch/data-science-ipython-notebooks: Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes

Description: Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes - DeercoderResearch/data-science-ipython-notebooks

Open Graph Description: Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes - DeercoderResearch/...

X Description: Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes - DeercoderResearch/...

Mail addresses
donne.martin@gmail.com

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X: @github

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intro	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-intro.ipynb
knn	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-intro.ipynb#K-Nearest-Neighbors-Classifier
linear-reg	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-linear-reg.ipynb
svm	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-svm.ipynb
random-forest	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-random-forest.ipynb
k-means	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-k-means.ipynb
pca	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-pca.ipynb
gmm	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-gmm.ipynb
validation	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scikit-learn/scikit-learn-validation.ipynb
	https://raw.githubusercontent.com/donnemartin/data-science-ipython-notebooks/master/images/scipy.png
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#statistical-inference-scipy
effect_size	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scipy/effect_size.ipynb
sampling	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scipy/sampling.ipynb
hypothesis	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/scipy/hypothesis.ipynb
	https://raw.githubusercontent.com/donnemartin/data-science-ipython-notebooks/master/images/pandas.png
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#pandas
pandas	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/pandas.ipynb
	https://raw.githubusercontent.com/donnemartin/data-science-ipython-notebooks/master/images/matplotlib.png
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#matplotlib
matplotlib	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/matplotlib.ipynb
matplotlib-applied	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/matplotlib/matplotlib-applied.ipynb
	https://raw.githubusercontent.com/donnemartin/data-science-ipython-notebooks/master/images/numpy.png
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#numpy
numpy	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/numpy/numpy.ipynb
	https://raw.githubusercontent.com/donnemartin/data-science-ipython-notebooks/master/images/python.png
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#python-data
data structures	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/python-data/structs.ipynb
data structure utilities	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/python-data/structs_utils.ipynb
functions	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/python-data/functions.ipynb
datetime	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/python-data/datetime.ipynb
logging	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/python-data/logs.ipynb
pdb	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/python-data/pdb.ipynb
unit tests	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/python-data/unit_tests.ipynb
	https://raw.githubusercontent.com/donnemartin/data-science-ipython-notebooks/master/images/commands.png
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#commands
linux	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/commands/linux.ipynb
anaconda	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/commands/misc.ipynb#anaconda
ipython notebook	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/commands/misc.ipynb#ipython-notebook
git	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/commands/misc.ipynb#git
ruby	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/commands/misc.ipynb#ruby
jekyll	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/commands/misc.ipynb#jekyll
Pelican	https://github.com/getpelican/pelican
django	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/commands/misc.ipynb#django
Pyramid	https://github.com/Pylons/pyramid
Flask	https://github.com/mitsuhiko/flask
Tornado	https://github.com/tornadoweb/tornado
Bottle	https://github.com/bottlepy/bottle
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#misc
regex	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/misc/regex.ipynb
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#notebook-installation
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#anaconda
Anaconda	http://docs.continuum.io/anaconda/install.html
miniconda	http://conda.pydata.org/miniconda.html
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#pip-requirements
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#running-notebooks
here.	http://ipython.org/notebook.html
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#credits
Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython	http://www.amazon.com/Python-Data-Analysis-Wrangling-IPython/dp/1449319793
PyCon 2015 Scikit-learn Tutorial	https://github.com/jakevdp/sklearn_pycon2015
Parallel Machine Learning with scikit-learn and IPython	https://github.com/ogrisel/parallel_ml_tutorial
Statistical Interference Using Computational Methods in Python	https://github.com/AllenDowney/CompStats
Yhat Blog	http://blog.yhathq.com/
Kaggle	https://www.kaggle.com/
Spark Docs	https://spark.apache.org/docs/latest/
AWS Docs	http://aws.amazon.com/documentation/
	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#contributing
submit an issue	https://github.com/donnemartin/data-science-ipython-notebooks/issues
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@donne_martin	https://twitter.com/donne_martin
donnemartin	https://github.com/donnemartin
donnemartin	https://www.linkedin.com/in/donnemartin
donnemartin.com	http://donnemartin.com
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https://bit.ly/data-notes	https://bit.ly/data-notes
Readme	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#readme-ov-file
View license	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks#License-1-ov-file
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Custom properties	https://patch-diff.githubusercontent.com/DeercoderResearch/data-science-ipython-notebooks/custom-properties
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