# Python Tutorials

## Time Series

### Youtube
[Time Series Data Basics with Pandas Part 1](https://www.youtube.com/watch?v=OwnaUVt6VVE "Time Series Data Basics with Pandas part 1")

[Time Series Data Basics with Pandas Part 2](https://www.youtube.com/watch?v=1S5UKLqe-gg "Time Series Data Basics with Pandas part 2")

### Jupyter Notebook
[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")

[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")

## PySpark Tutorials 

### Youtube
[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")

### Jupyter Notebook
[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")

## Python Basics 

### Youtube
[Linear Regression Python (sklearn, numpy, pandas)](https://www.youtube.com/watch?v=dSYJVbj4Eew "Linear Regression Python (sklearn, numpy, pandas)")

[Solving System of Equations](https://www.youtube.com/watch?v=AqIrdW2-K6k "Solving System of Equations")

### Jupyter Notebook
[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)")

[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")

## Requests (I take requests on my youtube channel) 
### Youtube
[Heatmaps using Matplotlib, Seaborn, and Pandas](https://www.youtube.com/watch?v=m7uXFyPN2Sk "Heatmaps using Matplotlib, Seaborn, and Pandas")

### Jupyter Notebook
[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")

## Other Python Resources
[Python for Informatics](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Informatics/README.md "Python for Informatics")

[Python Installations](https://github.com/mGalarnyk/Installations_Mac_Ubuntu_Windows "Python Installations")

[Convert Jupyter Notebook to PDF](https://www.youtube.com/watch?v=WbNYvYCs9BY "Convert Jupyter Notebook to PDF")