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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/
The Elements of Python Stylehttps://github.com/amontalenti/elements-of-python-style
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
Python Scripting Tutorialhttp://www.dreamsyssoft.com/python-scripting-tutorial/intro-tutorial.php
Scripting with Pythonhttps://www.schrodinger.com//AcrobatFile.php?type=supportdocs&type2=&ident=404
Can I use Python as a bash replacement?http://stackoverflow.com/questions/209470/can-i-use-python-as-a-bash-replacement
Python Machine Learning Bookhttps://github.com/rasbt/python-machine-learning-book
Table of Contents and Code Notebookshttps://github.com/rasbt/python-machine-learning-book/blob/master/README.md#table-of-contents-and-code-notebooks
Machine Learning with scikit learnhttp://www.dataschool.io/machine-learning-with-scikit-learn/
Cheatsheethttp://www.analyticsvidhya.com/blog/2015/09/full-cheatsheet-machine-learning-algorithms/
Wikihttps://en.wikipedia.org/wiki/Scikit-learn
Introduction to machine learning with scikit-learnhttps://github.com/justmarkham/scikit-learn-videos
Videos!http://blog.kaggle.com/author/kevin-markham/
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/
Linear Regression using Scikit Learnhttp://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html
A friendly introduction to linear regression (using Python)http://www.dataschool.io/linear-regression-in-python/
Linear Regression Example in Pythonhttp://scipy-cookbook.readthedocs.io/items/LinearRegression.html
Regression analysis using Python StatsModels packagehttp://www.turingfinance.com/regression-analysis-using-python-statsmodels-and-quandl/
Logistic Regression with scikit learnhttp://www.dataschool.io/logistic-regression-in-python-using-scikit-learn/
The Yhat Blog: Logistic Regression in Pythonhttp://blog.yhat.com/posts/logistic-regression-and-python.html
Example of logistic regression in Python using scikit-learnhttp://www.dataschool.io/logistic-regression-in-python-using-scikit-learn/
TUTORIAL ON LOGISTIC REGRESSION AND OPTIMIZATION IN PYTHONhttps://learningwithdata.wordpress.com/2015/04/30/tutorial-on-logistic-regression-and-optimization-in-python/
Using Logistic Regression in Python for Data Sciencehttp://www.dummies.com/how-to/content/using-logistic-regression-in-python-for-data-scien.html
Implementing a Neural Network from scratchhttp://www.wildml.com/2015/09/implementing-a-neural-network-from-scratch/
Codehttps://github.com/dennybritz/nn-from-scratch
Speeding up your Neural Network with Theano and the gpuhttp://www.wildml.com/2015/09/speeding-up-your-neural-network-with-theano-and-the-gpu/
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/
Codehttps://github.com/dennybritz/rnn-tutorial-rnnlm/
awesome-pythonhttps://github.com/vinta/awesome-python
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
An introduction to Numpy and Scipyhttp://www.engr.ucsb.edu/~shell/che210d/numpy.pdf
Create NBA Shot Chartshttp://savvastjortjoglou.com/nba-shot-sharts.html
PythoR- Python meets Rhttp://nipunbatra.github.io/2016/01/pythor/
How do I learn data analysis with Python?https://www.quora.com/How-do-I-learn-data-analysis-with-Python?redirected_qid=2464720
What are some interesting things to do with Python?https://www.quora.com/Python-programming-language-What-are-some-interesting-things-to-do-with-Python?redirected_qid=2324227
Which is better for data analysis: R or Python?https://www.quora.com/Which-is-better-for-data-analysis-R-or-Python
Web scraping in Pythonhttps://github.com/ujjwalkarn/Web-Scraping
Intro to pandas data structureshttp://www.gregreda.com/2013/10/26/intro-to-pandas-data-structures/
Timeseries analysis using Pandashttp://nbviewer.jupyter.org/github/twiecki/financial-analysis-python-tutorial/blob/master/1.%20Pandas%20Basics.ipynb
NLP with Python ORiley Bookhttp://www.nltk.org/book_1ed/
Python 3http://www.nltk.org/book/
Text Analytics : Intro and Tokenizationhttp://a4analytics.blogspot.sg/2015/03/text-mining-post-1.html
NLTK BOOKhttp://www.nltk.org/book/ch01.html
Elegant N-gram Generation in Pythonhttp://locallyoptimal.com/blog/2013/01/20/elegant-n-gram-generation-in-python/
Computing N Grams using Pythonhttp://stackoverflow.com/questions/13423919/computing-n-grams-using-python
N-grams: Explanation + 2 applicationshttp://stackoverflow.com/questions/1032288/n-grams-explanation-2-applications
Twitter-Sentiment-Analysishttps://github.com/ujjwalkarn/Twitter-Sentiment-Analysis
Python serialization - Why pickle?http://stackoverflow.com/questions/8968884/python-serialization-why-pickle
Serializing Python Objectshttp://www.diveinto.org/python3/serializing.html
Binary Fileshttp://www.diveinto.org/python3/files.html#binary
What is Pickle in python ?https://pythontips.com/2013/08/02/what-is-pickle-in-python/
How to cPickle dump and load separate dictionaries to the same file?http://stackoverflow.com/questions/11641493/how-to-cpickle-dump-and-load-separate-dictionaries-to-the-same-file
Understanding Pickling in Pythonhttp://stackoverflow.com/questions/7501947/understanding-pickling-in-python
RegExrhttp://regexr.com/
Regex101https://regex101.com/
Pythexhttp://pythex.org/
How to use Regular Expressions (Regex) in Microsoft Excel both in-cell and loopshttp://stackoverflow.com/questions/22542834/how-to-use-regular-expressions-regex-in-microsoft-excel-both-in-cell-and-loops
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
Embed bash in pythonhttp://stackoverflow.com/questions/2651874/embed-bash-in-python
Bash2py: A Bash to Python Translatorhttps://cs.uwaterloo.ca/~ijdavis/bash2py-final.pdf
Beginners/BashScriptinghttps://help.ubuntu.com/community/Beginners/BashScripting
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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