added link to today's video

syllabus.md

@@ -11,7 +11,7 @@ collection: fall2021
 | | | | **September 26**:<br>[Overview and introductions](https://github.com/UWSEDS/lecture-materials/raw/master/01_overview/Course%20Introduction.pptx), [software tour, software installation checklist](http://uwseds.github.io/software.html) [(video)](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=30074e3a-27e0-4c3c-9060-b1f70131c629) | | [Learning Linux Commands](http://linuxcommand.org/lc3_learning_the_shell.php); [A Whirlwind Tour of Python](https://jakevdp.github.io/WhirlwindTourOfPython/) |
 | | **October 1**:<br>Command line ([slides](https://github.com/UWSEDS/lecture-materials/raw/master/02_command_line/02_Command_Line.pptx), [history](https://github.com/UWSEDS/history/blob/master/history.txt) [video](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=be1d6832-b760-440b-93fa-b1fc01318663)) | | **October 3**:<br>Command line scripts([slides](https://github.com/UWSEDS/lecture-materials/blob/master/03_git_intro/03_Command_Line_git.pptx), [video](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=6d6ce5ec-ffa6-4cdf-a4b0-af260132a7de)) | | [Software Carpentry Version Control Lesson](https://swcarpentry.github.io/git-novice/)<br>[Link to HW0](https://classroom.github.com/a/V2tbiguG) |
 | | **October 8**:<br>Introductory git [(slides)](https://github.com/UWSEDS/lecture-materials/blob/master/04_jupyter_and_python_intro/04_git_intro.pptx) [(video)](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=6d6ce5ec-ffa6-4cdf-a4b0-af260132a7de). | | **October 10**:<br>Simple Math Breakout [(notebook)](https://raw.githubusercontent.com/UWSEDS/lecture-materials/refs/heads/master/04_jupyter_and_python_intro/simple_math_breakout.ipynb) <br/> Procedural Python [(notebook)](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/04_jupyter_and_python_intro/python_vars_and_flow_control.ipynb) [(video)](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=376c3b1a-6bc8-4d8a-b1ff-b205013e3484)<br>Guided Pandas tour [(notebook)](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/05_pandas_more_git/data_manipulation.ipynb) **HW0 due!**| | [Link to HW1](https://classroom.github.com/a/CyuM1UY8)<br><br>[Python Data Science Handbook](https://jakevdp.github.io/PythonDataScienceHandbook/)|
-| <br> | **October 15**:<br>Procedural Python [(notebook)](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/04_jupyter_and_python_intro/python_vars_and_flow_control.ipynb) [(video)](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=ef647873-8027-41c9-84a1-b20a0132e509)<br>Guided Pandas tour [(notebook)](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/05_pandas_more_git/data_manipulation.ipynb) | | **October 17**:<br>Python and Pandas tour, part 2 [(video)](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e8301108-b95c-457d-8eb9-b0a001376f98)) <br>Project overview | | [Projects](http://uwseds.github.io/projects.html)<br>[Real Python on imports](https://realpython.com/absolute-vs-relative-python-imports/) |
+| <br> | **October 15**:<br>Procedural Python [(notebook)](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/04_jupyter_and_python_intro/python_vars_and_flow_control.ipynb) [(video)](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=ef647873-8027-41c9-84a1-b20a0132e509)<br>Guided Pandas tour [(notebook)](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/05_pandas_more_git/data_manipulation.ipynb) | | **October 17**:<br>Python and Pandas tour, part 2 [(video)](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=b8ddbf98-fbd0-4113-bc80-b20c01381da7)) <br>Project overview | | [Projects](http://uwseds.github.io/projects.html)<br>[Real Python on imports](https://realpython.com/absolute-vs-relative-python-imports/) |
 | | **October 22**: <br> Student project proposals and project pairing|  | **October 24**:<br>Intermediate git and collaboration with GitHub ([slides](https://github.com/UWSEDS/lecture-materials/raw/master/05_pandas_more_git/Version_Control_p2.pptx)[(video)](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=afb10c04-e398-4069-a205-b0ae0131d3ea)<br>| **Oct 25: HW1 Due** | |
 | | **October 29**:<br> Software design, use case design <br>Group software design assingment<br>([slides](https://github.com/UWSEDS/lecture-materials/raw/master/09_design/Software_Design.pptx), [video](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=42b28fee-b1f9-4530-8483-af4001349f45) | | **October 31**:<br><br>How to do a technology review?  What is a standup?<br>([slides](https://github.com/UWSEDS/lecture-materials/raw/master/communication.pptx))<br>Modules, imports and names ([commands](https://github.com/UWSEDS/lecture-materials/blob/master/modules_imports_names/notes.txt), [video](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=163b169b-67ac-42c8-a12d-af420130f03b)) | <br> | [Link to HW3]()<br>[PEP8](https://www.python.org/dev/peps/pep-0008/)<br>[Google Python Style Guide](http://google.github.io/styleguide/pyguide.html) |
 | | **November 5**:<br>Debugging, exceptions, testing<br>([debugging](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/07_debug_exceptions_testing/Debugging.ipynb), [exceptions](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/07_debug_exceptions_testing/Exceptions.ipynb), [testing](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/07_debug_exceptions_testing/Unit-tests.ipynb), [video](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=b037b6fb-4a17-4459-9e6e-b0b301421eec), [2022](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=3f9234aa-5773-4567-b4c7-af470141afc6))  | | **November 7** <br>Testing, part 2<br>([testing](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/07_debug_exceptions_testing/Unit-tests.ipynb), [test_entropy.py](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/07_debug_exceptions_testing/entropy/tests/test_entropy.py), [entropy.py](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/07_debug_exceptions_testing/entropy/entropy.py), [notes.txt](https://raw.githubusercontent.com/UWSEDS/lecture-materials/master/07_debug_exceptions_testing/notes.txt), [video](https://uw.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=b037b6fb-4a17-4459-9e6e-b0b301421eec))| |Examples: [simple pip](https://github.com/dacb/codebase), [simple conda](https://github.com/dacb/codebase_conda), [complex kitchen sink](https://github.com/uwescience/shablona), [entropy example](https://github.com/uwseds/entropy)|