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Curated list of R tutorials for Data Science, NLP and Machine Learninghttps://github.com/ujjwalkarn/DataScienceR
Comprehensive topic-wise list of Machine Learning and Deep Learning tutorials, codes, articles and other resourceshttps://github.com/ujjwalkarn/Machine-Learning-Tutorials/blob/master/README.md
Dive Into Pythonhttp://www.diveintopython.net/index.html
HIGHEST VOTEDhttp://stackoverflow.com/questions/tagged/python?sort=votes&pageSize=50
Quick Reference to Pythonhttp://www.dataschool.io/python-quick-reference/
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What does the yield keyword do in Python?http://stackoverflow.com/questions/231767/what-does-the-yield-keyword-do-in-python
Parsing values from a JSON file in Pythonhttp://stackoverflow.com/questions/2835559/parsing-values-from-a-json-file-in-python
Python Quora FAQshttps://www.quora.com/topic/Python-programming-language-1
time-complexity of various operations - list/dict - in current CPythonhttps://wiki.python.org/moin/TimeComplexity
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A Gentle Introduction to Scikit-Learn: A Python Machine Learning Libraryhttp://machinelearningmastery.com/a-gentle-introduction-to-scikit-learn-a-python-machine-learning-library/
PyData Seattle 2015 Scikit-learn Tutorialhttps://github.com/jakevdp/sklearn_pydata2015
sklearn_scipy2013https://github.com/jakevdp/sklearn_scipy2013
SKLEARN BENCHMARKS: A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.https://github.com/rhiever/sklearn-benchmarks
Code example to predict prices of Airbnb vacation rentals, using scikit-learn on Sparkhttps://github.com/mapr-demos/spark-sklearn-airbnb-predict
ML with scikit learnhttp://amueller.github.io/sklearn_tutorial/
Parallel and Large Scale Machine Learning with scikit-learnhttps://speakerdeck.com/ogrisel/parallel-and-large-scale-machine-learning-with-scikit-learn
Meetuphttp://datasciencelondon.org/machine-learning-python-scikit-learn-ipython-dsldn-data-science-london-kaggle/
Linear Regression in Pythonhttp://nbviewer.ipython.org/github/justmarkham/DAT4/blob/master/notebooks/08_linear_regression.ipynb
Blog Posthttp://www.dataschool.io/linear-regression-in-python/
Logistic Regression with scikit learnhttp://www.dataschool.io/logistic-regression-in-python-using-scikit-learn/
Implementing a Neural Network from scratchhttp://www.wildml.com/2015/09/implementing-a-neural-network-from-scratch/
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Codehttps://github.com/dennybritz/nn-theano
Recurrent Neural Net Tutorial Part 1http://www.wildml.com/2015/09/recurrent-neural-networks-tutorial-part-1-introduction-to-rnns/
http://www.wildml.com/2015/09/recurrent-neural-networks-tutorial-part-2-implementing-a-language-model-rnn-with-python-numpy-and-theano/http://www.wildml.com/2015/09/recurrent-neural-networks-tutorial-part-2-implementing-a-language-model-rnn-with-python-numpy-and-theano/
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Pycon India 2015 Noteshttp://www.analyticsvidhya.com/blog/2015/10/notes-impressions-experience-excitement-pycon-india-2015/
5 important Python Data Science advancements of 2015https://medium.com/@elgehelge/the-5-most-important-python-data-science-advancements-of-2015-a136482da89b#.sp2c1la9z
Data Exploration with Numpy cheat sheethttp://www.analyticsvidhya.com/blog/2015/07/11-steps-perform-data-analysis-pandas-python
NLPhttp://www.datasciencecentral.com/profiles/blogs/python-nlp-tools
Querying Craiglist with Pythonhttp://chrisholdgraf.com/querying-craigslist-with-python/?imm_mid=0d8940&cmp=em-data-na-na-newsltr_20150916
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Advanced Filters: Excel’s Amazing Alternative To Regexhttp://searchengineland.com/advanced-filters-excels-amazing-alternative-to-regex-143680
Calling an external command in Pythonhttp://stackoverflow.com/questions/89228/calling-an-external-command-in-python
Running shell command from Python and capturing the outputhttp://stackoverflow.com/questions/4760215/running-shell-command-from-python-and-capturing-the-output
Can I use Python as a bash replacement?http://stackoverflow.com/questions/209470/can-i-use-python-as-a-bash-replacement
Python Scripts as a Replacement for Bash Utility Scriptshttp://www.linuxjournal.com/content/python-scripts-replacement-bash-utility-scripts
How to Write a Shell Script using Bash Shell in Ubuntuhttps://www.youtube.com/watch?v=He-5BpUGSag
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Bash2py: A Bash to Python Translatorhttps://cs.uwaterloo.ca/~ijdavis/bash2py-final.pdf
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The Beginner’s Guide to Shell Scripting: The Basicshttp://www.howtogeek.com/67469/the-beginners-guide-to-shell-scripting-the-basics/
Linux Shell Scripting Tutorial v1.05r3 A Beginner's handbookhttp://www.freeos.com/guides/lsst/
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