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<h1 align="center"> Python Tutorials</h1>
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Useful Python Tutorials. Feel free to submit a pull request. Also please subscribe to my <a href="https://www.youtube.com/c/MichaelGalarnyk?sub_confirmation=1"> youtube channel!</a>
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## Basics
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What is it? | Blog Post/IPython Notebook | Youtube Video
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--- | --- | ---
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1: Hello World and Strings | [1: Hello World and Strings](https://medium.com/@GalarnykMichael/python-basics-1-hello-world-and-strings-de0d17857c93) | [1: Hello World and Strings](https://www.youtube.com/watch?v=JqGjkNzzU4s)
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2: Simple Math | [2: Simple Math](https://medium.com/@GalarnykMichael/python-basics-2-simple-math-4ac7cc928738) | [2: Simple Math](https://www.youtube.com/watch?v=30ghRykclIU)
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3: If Statements | [3: If Statements](https://medium.com/@GalarnykMichael/python-basics-3-if-statements-bcc29c09c710) | [3: If Statements](https://www.youtube.com/watch?v=317X-OQCs0Q)
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4: Else Statements | [4: Else Statements](https://medium.com/@GalarnykMichael/python-basics-4-else-statements-7d8618e00afe) | [4: Else Statements](https://www.youtube.com/watch?v=e9ZMSHYwtDM)
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5: Elif Statements | [5: Elif Statements](https://medium.com/@GalarnykMichael/python-basics-5-elif-statements-b8950dc71cf9) | [5: Elif Statements](https://www.youtube.com/watch?v=NxBBBPjusyA)
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6: Lists and List Manipulation | [6: Lists and List Manipulation](https://medium.com/@GalarnykMichael/python-basics-6-lists-and-list-manipulation-a56be62b1f95) | [6: Lists and List Manipulation](https://www.youtube.com/watch?v=w9I8R3WSVqc)
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7: For Loops | [7: For Loops](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsForLoops.ipynb) | [7: For Loops](https://www.youtube.com/watch?v=8fswDyk9UIY)
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8: FizzBizz | [8: FizzBizz](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsFizzBuzz.ipynb) | [8: FizzBizz](https://www.youtube.com/watch?v=XR1QFrbPRnw)
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9: Tuples + Fibonacci Sequence | [9: Tuples + Fibonacci Sequence](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsTuples.ipynb) | [9: Tuples + Fibonacci Sequence](https://www.youtube.com/watch?v=gUHeaQ0qZaw)
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10: Dictionaries + Dictionary Manipulation | [10: Dictionaries + Dictionary Manipulation](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsDictionaries.ipynb) | [10: Dictionaries + Dictionary Manipulation](https://www.youtube.com/watch?v=LlIqrWJaBcQ)
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11: Word Count (Filter out Punctuation, Dictionary Manipulation, and Sorting Lists) | [11: Word Count (Filter out Punctuation, Dictionary Manipulation, and Sorting Lists)](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Intro/PythonBasicsWordCount.ipynb) | [11: Word Count (Filter out Punctuation, Dictionary Manipulation, and Sorting Lists)](https://www.youtube.com/watch?v=l_dIleafLZ8)
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12: While Loops and Prime Numbers | Coming Soon | [12: While Loops and Prime Numbers](https://youtu.be/apEjxRmIp0I)
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Solving System of Equations | [Solving System of Equations](https://medium.com/@GalarnykMichael/solving-system-of-linear-equations-using-python-645ad1904cec#.z6lw1zyw6) | [Solving System of Equations](https://www.youtube.com/watch?v=AqIrdW2-K6k&)
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## Pandas
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Domain | Blog Post/IPython Notebook | Youtube Video
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--- | --- | ---
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Heatmaps Part 1 | [Heatmaps Part 1](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Request/Heat%20Maps%20using%20Matplotlib%20and%20Seaborn.ipynb) | [Youtube Video](https://www.youtube.com/watch?v=m7uXFyPN2Sk)
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Heatmaps Part 2 | [Heatmaps Part 2](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Request/Heat%20Maps%20using%20Matplotlib%20and%20Seaborn.ipynb) | [Youtube Video](https://www.youtube.com/watch?v=NHwXkvwSd7E)
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Time Series Part 1 | [Time Series Data Basics with Pandas Part 1](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Time_Series/Part1_Time_Series_Data_BasicPlotting.ipynb "Time Series Data Basics with Pandas Part 1") | [Youtube Video](https://www.youtube.com/watch?v=OwnaUVt6VVE)
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Time Series Part 2 | [Time Series Data Basics with Pandas Part 2](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Time_Series/Part2_Time_Series_Data_Price_Variation_ShiftingGroupBy.ipynb "Time Series Data Basics with Pandas Part 2") | [Youtube Video](https://www.youtube.com/watch?v=1S5UKLqe-gg)
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## Scrapy
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What is it? | Blog Post | Youtube Video
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--- | --- | ---
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Scraping Fundrazr (GoFundMe/Kickstarter like Website) | [Step by Step Instructions](https://medium.com/@GalarnykMichael/using-scrapy-to-build-your-own-dataset-64ea2d7d4673) | [Scraping a Crowdfunding Website](https://www.youtube.com/watch?v=O_j3OTXw2_E)
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## Sklearn
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What is it? | Blog Post/IPython Notebook | Youtube Video
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--- | --- | ---
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Linear Regression | [Linear Regression Python (sklearn, numpy, pandas)](https://medium.com/@GalarnykMichael/linear-regression-using-python-b29174c3797a#.vczf85s0s) | [Linear Regression](https://www.youtube.com/watch?v=dSYJVbj4Eew&t=2s)
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Logistic Regression | [Digits](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/Logistic_Regression/LogisticRegression_toy_digits.ipynb) / [MNIST](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/Logistic_Regression/LogisticRegression_MNIST.ipynb) | [Logistic Regression using Python (Sklearn, NumPy, Handwriting Recognition, Matplotlib)](https://www.youtube.com/watch?v=71iXeuKFcQM)
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Principal Component Analysis | [Data Visualization](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/PCA/PCA_Data_Visualization_Iris_Dataset_Blog.ipynb) / [Speed-up Machine Learning Algorithms](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/PCA/PCA_to_Speed-up_Machine_Learning_Algorithms.ipynb) | [PCA using Python](https://www.youtube.com/watch?v=kApPBm1YsqU)
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Descision Trees and Random Forest | In Progress | In Progress
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## Spark (Python)
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Tutorial | IPython Notebook | Youtube Video
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--- | --- | ---
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Word Count | [Word Count using PySpark](https://github.com/mGalarnyk/Python_Tutorials/blob/master/PySpark_Basics/PySpark_Part1_Word_Count_Removing_Punctuation_Pride_Prejudice.ipynb) | [Word Count using PySpark](https://www.youtube.com/watch?v=jg7Z8ctKpEs&t=1s)
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## Other Python Resources
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What is it? | Repo | Youtube Video
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--- | --- | ---
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Course| [Python for Informatics](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Informatics/README.md "Python for Informatics") | None
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Installations (Anaconda, Spark Etc) | [General Installations](https://github.com/mGalarnyk/Installations_Mac_Ubuntu_Windows "Python Installations") | See the link for more installations.
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<h1 align="center"> Kaggle Based Tutorials/Collaborations</h1>
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## Contributors
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FirstName | LastName | Email
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--- | --- | ---
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Michael | Galarnyk | <[email protected]>
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Submit | Pull Request | <[email protected]>
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Tyler | Bobik | <[email protected]>
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Michael | Galarnyk | <[email protected]>
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Submit | Pull Request | <[email protected]>
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## License
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Anyone may contribute to our project. Submit a pull request or raise an issue.

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