|
1 | 1 | # Python Tutorials |
2 | 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") |
| 3 | +<a href="https://www.youtube.com/c/MichaelGalarnyk?sub_confirmation=1"> |
| 4 | +<img src="https://github.com/mGalarnyk/Python_Tutorials/blob/master/Time_Series/PythonTutorials.png" alt="Go to the Youtube Channel"> |
| 5 | +</a> |
| 6 | +<br /> |
| 7 | +Useful Python Tutorials. Feel free to submit a pull request. |
| 8 | + |
| 9 | +## Basics |
| 10 | +What is it? | Blog Post/IPython Notebook | Youtube Video |
| 11 | +--- | --- | --- |
| 12 | +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&) |
| 13 | + |
| 14 | +## Modeling |
| 15 | +What is it? | Blog Post/IPython Notebook | Youtube Video |
| 16 | +--- | --- | --- |
| 17 | +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) |
| 18 | + |
| 19 | + |
| 20 | +## Pandas |
| 21 | +Domain | Blog Post/IPython Notebook | Youtube Video |
| 22 | +--- | --- | --- |
| 23 | +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) |
| 24 | +Heatmaps Part 2 | [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=NHwXkvwSd7E) |
| 25 | +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) |
| 26 | +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) |
| 27 | + |
| 28 | +## Spark (Python) |
| 29 | +Tutorial | IPython Notebook | Youtube Video |
| 30 | +--- | --- | --- |
| 31 | +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) |
41 | 32 |
|
42 | 33 | ## 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 | | - |
| 34 | +What is it? | Repo | Youtube Video |
| 35 | +--- | --- | --- |
| 36 | +Course| [Python for Informatics](https://github.com/mGalarnyk/Python_Tutorials/blob/master/Python_Informatics/README.md "Python for Informatics") | None |
| 37 | +Installations (Anaconda, Spark Etc) | [General Installations](https://github.com/mGalarnyk/Installations_Mac_Ubuntu_Windows "Python Installations") | See the link for more installations. |
| 38 | + |
| 39 | +## Contributors |
| 40 | +FirstName | LastName | Email |
| 41 | +--- | --- | --- |
| 42 | +Michael | Galarnyk | <mgalarny@gmail.com> |
| 43 | +Submit | Pull Request | <youremailhere@gmail.com> |
| 44 | + |
| 45 | +## License |
| 46 | +Anyone may contribute to our project. Submit a pull request or raise an issue. |
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