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| 1 | +# Python Tutorials |
| 2 | + |
| 3 | +## Time Series |
| 4 | + |
| 5 | +### Youtube |
| 6 | +[Time Series Data Basics with Pandas Part 1](https://www.youtube.com/watch?v=OwnaUVt6VVE "Time Series Data Basics with Pandas part 1") |
| 7 | + |
| 8 | +[Time Series Data Basics with Pandas Part 2](https://www.youtube.com/watch?v=1S5UKLqe-gg "Time Series Data Basics with Pandas part 2") |
| 9 | + |
| 10 | +### Jupyter Notebook |
| 11 | +[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") |
| 12 | + |
| 13 | +[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") |
| 14 | + |
| 15 | +## PySpark Tutorials |
| 16 | + |
| 17 | +### Youtube |
| 18 | +[Filtering and Word Count using PySpark on Pride and Prejudice by Jane Austen](https://www.youtube.com/watch?v=jg7Z8ctKpEs "Filtering and Word Count using PySpark on Pride and Prejudice") |
| 19 | + |
| 20 | +### Jupyter Notebook |
| 21 | +[Filtering and Word Count using PySpark on Pride and Prejudice by Jane Austen](https://github.com/mGalarnyk/Python_for_Finance_GUI_Regression_Etc/blob/master/PySpark_Basics/PySpark_Part1_Word_Count_Removing_Punctuation_Pride_Prejudice.ipynb "Filtering and Word Count using PySpark on Pride and Prejudice by Jane Austen") |
| 22 | + |
| 23 | +## Python Basics |
| 24 | + |
| 25 | +### Youtube |
| 26 | +[Linear Regression Python (sklearn, numpy, pandas)](https://www.youtube.com/watch?v=dSYJVbj4Eew "Linear Regression Python (sklearn, numpy, pandas)") |
| 27 | + |
| 28 | +[Solving System of Equations](https://www.youtube.com/watch?v=AqIrdW2-K6k "Solving System of Equations") |
| 29 | + |
| 30 | +### Jupyter Notebook |
| 31 | +[Linear Regression Python (sklearn, numpy, pandas)](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Linear_Regression/Linear_Regression_Python.ipynb "Linear Regression Python (sklearn, numpy, pandas)") |
| 32 | + |
| 33 | +[Solving System of Equations](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Basics/Solving_Systems_Equations/Solving%20System%20of%20Linear%20Equations%20using%20Python.ipynb "Solving System of Equations") |
| 34 | + |
| 35 | +## Requests (I take requests on my youtube channel) |
| 36 | +### Youtube |
| 37 | +[Heatmaps using Matplotlib, Seaborn, and Pandas](https://www.youtube.com/watch?v=m7uXFyPN2Sk "Heatmaps using Matplotlib, Seaborn, and Pandas") |
| 38 | + |
| 39 | +### Jupyter Notebook |
| 40 | +[Heatmaps using Matplotlib, Seaborn, and Pandas](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Request/Heat%20Maps%20using%20Matplotlib%20and%20Seaborn.ipynb "Heatmaps using Matplotlib, Seaborn, and Pandas") |
| 41 | + |
| 42 | +## Other Python Resources |
| 43 | +[Python for Informatics](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Informatics/README.md "Python for Informatics") |
| 44 | + |
| 45 | +[Python Installations](https://github.com/mGalarnyk/Installations_Mac_Ubuntu_Windows "Python Installations") |
| 46 | + |
| 47 | +[Convert Jupyter Notebook to PDF](https://www.youtube.com/watch?v=WbNYvYCs9BY "Convert Jupyter Notebook to PDF") |
| 48 | + |
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