Added template readme for kaggle section

Author: Michael Galarnyk

.DS_Store

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+<h1 align="center"> Python Tutorials</h1>
+
+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>
+
+## Basics 
+What is it? | Blog Post/IPython Notebook | Youtube Video
+--- | --- | ---
+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)
+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)
+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)
+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)
+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)
+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)
+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)
+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)
+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)
+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)
+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)
+12: While Loops and Prime Numbers | Coming Soon | [12: While Loops and Prime Numbers](https://youtu.be/apEjxRmIp0I)
+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&)
+
+## Pandas
+Domain | Blog Post/IPython Notebook | Youtube Video
+--- | --- | ---
+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)
+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)
+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)
+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)
+
+## Scrapy
+What is it? | Blog Post | Youtube Video
+--- | --- | ---
+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)
+
+## Sklearn
+What is it? | Blog Post/IPython Notebook | Youtube Video
+--- | --- | ---
+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)
+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)
+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)
+Descision Trees and Random Forest | In Progress | In Progress
+
+## Spark (Python)
+Tutorial | IPython Notebook | Youtube Video
+--- | --- | ---
+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)
+
+## Other Python Resources
+What is it? | Repo | Youtube Video
+--- | --- | ---
+Course| [Python for Informatics](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Informatics/README.md "Python for Informatics") | None
+Installations (Anaconda, Spark Etc) | [General Installations](https://github.com/mGalarnyk/Installations_Mac_Ubuntu_Windows "Python Installations") | See the link for more installations. 
+
+## Contributors
+FirstName | LastName | Email
+--- | --- | ---
+Michael  |  Galarnyk | <[email protected]>
+Submit  |  Pull Request | <[email protected]>
+
+## License
+Anyone may contribute to our project. Submit a pull request or raise an issue.