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README.md

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# Machine Learning and Data Science in Python
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This repository contains practice code while learning the following libraries in python:
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- [NumPy](https://docs.scipy.org/doc/numpy-dev/user/quickstart.html)
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- [Scikit-learn](http://scikit-learn.org/stable/index.html)
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# Time Series
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- [Analytics Vidhya](https://www.analyticsvidhya.com/blog/2015/12/complete-tutorial-time-series-modeling/)
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- [Time series in R](http://a-little-book-of-r-for-time-series.readthedocs.io/en/latest/src/timeseries.html)
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# Optimization
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- [Introductory guide of linear programming](https://www.analyticsvidhya.com/blog/2017/02/lintroductory-guide-on-linear-programming-explained-in-simple-english/)
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- [Simplex method walkthrough](https://www.youtube.com/watch?v=XK26I9eoSl8)
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- [Linear Programming in Python using PuLP](https://www.analyticsvidhya.com/blog/2017/10/linear-optimization-in-python/)
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- [Sudoku example in Python using PuLP](http://pythonhosted.org/PuLP/CaseStudies/a_sudoku_problem.html)

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