|
1 | | -# Python Tutorials |
| 1 | +# ud730 Deep Learning Udacity Assignment Walkthroughs |
2 | 2 |
|
3 | | -## Time Series |
| 3 | +### Assignment 1 |
| 4 | +[Logistic Regression](https://github.com/mGalarnyk/Python_Tutorials/blob/master/TensorFlow/Udacity/1_logistic_regression.ipynb "Logistic Regression") |
4 | 5 |
|
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") |
| 6 | +[1_notmnist](https://github.com/mGalarnyk/Python_Tutorials/blob/master/TensorFlow/Udacity/Clean_Notebooks/1_notmnist.ipynb "1_notmnist") |
7 | 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") |
| 8 | +### Assignment 2 |
9 | 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") |
| 10 | +[2_fullyconnected](https://github.com/mGalarnyk/Python_Tutorials/blob/master/TensorFlow/Udacity/Clean_Notebooks/2_fullyconnected.ipynb "2_fullyconnected") |
12 | 11 |
|
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") |
| 12 | +### Assignment 3 |
14 | 13 |
|
15 | | -## PySpark Tutorials |
| 14 | +[3_regularization](https://github.com/mGalarnyk/Python_Tutorials/blob/master/TensorFlow/Udacity/Clean_Notebooks/3_regularization.ipynb "3_regularization") |
16 | 15 |
|
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") |
| 16 | +### Assignment 4 |
19 | 17 |
|
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") |
| 18 | +[4_convolutions](https://github.com/mGalarnyk/Python_Tutorials/blob/master/TensorFlow/Udacity/Clean_Notebooks/4_convolutions.ipynb "4_convolutions") |
22 | 19 |
|
23 | | -## Python Basics |
| 20 | +### Assignment 5 |
24 | 21 |
|
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") |
| 22 | +[5_word2vec](https://github.com/mGalarnyk/Python_Tutorials/blob/master/TensorFlow/Udacity/Clean_Notebooks/5_word2vec.ipynb "5_word2vec") |
48 | 23 |
|
| 24 | +### Assignment 6 |
| 25 | +[6_lstm](https://github.com/mGalarnyk/Python_Tutorials/blob/master/TensorFlow/Udacity/Clean_Notebooks/6_lstm.ipynb "6_lstm") |
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