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Title: GitHub - navgupt/data-science-ipython-notebooks: Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

Open Graph Title: GitHub - navgupt/data-science-ipython-notebooks: Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

X Title: GitHub - navgupt/data-science-ipython-notebooks: Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

Description: Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes - navgupt/data-science-ipython-notebooks

Open Graph Description: Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Pytho...

X Description: Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Pytho...

Mail addresses
donne.martin@gmail.com

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tsf-gpu	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/tensor-flow-examples/notebooks/4_multi_gpu/multigpu_basics.ipynb
tsf-gviz	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/tensor-flow-examples/notebooks/5_ui/graph_visualization.ipynb
tsf-lviz	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/tensor-flow-examples/notebooks/5_ui/loss_visualization.ipynb
here	https://github.com/pkmital/tensorflow_tutorials
	https://github.com/navgupt/data-science-ipython-notebooks#tensor-flow-exercises
tsf-not-mnist	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/tensor-flow-exercises/1_notmnist.ipynb
tsf-fully-connected	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/tensor-flow-exercises/2_fullyconnected.ipynb
tsf-regularization	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/tensor-flow-exercises/3_regularization.ipynb
tsf-convolutions	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/tensor-flow-exercises/4_convolutions.ipynb
tsf-word2vec	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/tensor-flow-exercises/5_word2vec.ipynb
tsf-lstm	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/tensor-flow-exercises/6_lstm.ipynb
	https://camo.githubusercontent.com/b36cd02421d1a62305f12f669cf130b8101f514e64f9c19d1ad8eba814fe0e67/687474703a2f2f7777772e646565706c6561726e696e672e6e65742f736f6674776172652f746865616e6f2f5f7374617469632f746865616e6f5f6c6f676f5f616c6c626c75655f3230307834362e706e67
	https://github.com/navgupt/data-science-ipython-notebooks#theano-tutorials
theano-intro	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/theano-tutorial/intro_theano/intro_theano.ipynb
theano-scan	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/theano-tutorial/scan_tutorial/scan_tutorial.ipynb
theano-logistic	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/theano-tutorial/intro_theano/logistic_regression.ipynb
theano-rnn	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/theano-tutorial/rnn_tutorial/simple_rnn.ipynb
theano-mlp	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/theano-tutorial/theano_mlp/theano_mlp.ipynb
	https://github.com/navgupt/data-science-ipython-notebooks#deep-learning-misc
deep-dream	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/deep-dream/dream.ipynb
	https://raw.githubusercontent.com/donnemartin/data-science-ipython-notebooks/master/images/scipy.png
	https://github.com/navgupt/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
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pandas	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/pandas/pandas.ipynb
github-data-wrangling	https://github.com/donnemartin/viz/blob/master/githubstats/data_wrangling.ipynb
Viz	https://github.com/donnemartin/viz
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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://github.com/navgupt/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://github.com/navgupt/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/spark.png
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spark	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/spark/spark.ipynb
hdfs	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/spark/hdfs.ipynb
	https://raw.githubusercontent.com/donnemartin/data-science-ipython-notebooks/master/images/mrjob.png
	https://github.com/navgupt/data-science-ipython-notebooks#mapreduce-python
mapreduce-python	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/mapreduce/mapreduce-python.ipynb
mrjob	https://github.com/Yelp/mrjob
Disco	https://github.com/discoproject/disco/
	https://raw.githubusercontent.com/donnemartin/data-science-ipython-notebooks/master/images/aws.png
	https://github.com/navgupt/data-science-ipython-notebooks#aws
SAWS	https://github.com/donnemartin/saws
Awesome AWS	https://github.com/donnemartin/awesome-aws
boto	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/aws/aws.ipynb#Boto
s3cmd	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/aws/aws.ipynb#s3cmd
s3distcp	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/aws/aws.ipynb#s3distcp
s3-parallel-put	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/aws/aws.ipynb#s3-parallel-put
redshift	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/aws/aws.ipynb#redshift
kinesis	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/aws/aws.ipynb#kinesis
lambda	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/aws/aws.ipynb#lambda
	https://raw.githubusercontent.com/donnemartin/data-science-ipython-notebooks/master/images/commands.png
	https://github.com/navgupt/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	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/commands/misc.ipynb#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://github.com/navgupt/data-science-ipython-notebooks#misc
regex	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/misc/regex.ipynb
algorithmia	http://nbviewer.ipython.org/github/donnemartin/data-science-ipython-notebooks/blob/master/misc/Algorithmia.ipynb
	https://github.com/navgupt/data-science-ipython-notebooks#notebook-installation
	https://github.com/navgupt/data-science-ipython-notebooks#anaconda
Anaconda	http://docs.continuum.io/anaconda/install.html
miniconda	http://conda.pydata.org/miniconda.html
	https://github.com/navgupt/data-science-ipython-notebooks#pip-requirements
	https://github.com/navgupt/data-science-ipython-notebooks#dev-setup
dev-setup	https://github.com/donnemartin/dev-setup
	https://github.com/navgupt/data-science-ipython-notebooks#running-notebooks
here.	http://ipython.org/notebook.html
	https://github.com/navgupt/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
TensorFlow Examples	https://github.com/aymericdamien/TensorFlow-Examples
TensorFlow Tutorials	https://github.com/pkmital/tensorflow_tutorials
Summer School 2015	https://github.com/mila-udem/summerschool2015
Kaggle	https://www.kaggle.com/
Yhat Blog	http://blog.yhathq.com/
	https://github.com/navgupt/data-science-ipython-notebooks#contributing
submit an issue	https://github.com/donnemartin/data-science-ipython-notebooks/issues
	https://github.com/navgupt/data-science-ipython-notebooks#contact-info
@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://github.com/navgupt/data-science-ipython-notebooks#readme-ov-file
View license	https://github.com/navgupt/data-science-ipython-notebooks#License-1-ov-file
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