chore: fixup readme for scipy 2024

README.md

@@ -1,9 +1,10 @@
-# Ibis Tutorial PyCon 2024
+# Ibis Tutorial SciPy 2024
 
 Previous iterations of this tutorial have been given at:
 
-EuroSciPy 2023 ([youtube recording](https://youtu.be/tkejUD5Uq40))  
-PyData NYC 2023 ([youtube recording](https://youtu.be/TyopbrmlZx8))
+- PyCon 2024 ([YouTube recording](https://youtu.be/1ND6COslBKU))
+- PyData NYC 2023 ([YouTube recording](https://youtu.be/TyopbrmlZx8))
+- EuroSciPy 2023 ([YouTube recording](https://youtu.be/tkejUD5Uq40))
 
 ## Join our Zulip!
 
@@ -14,7 +15,7 @@ https://ibis-project.zulipchat.com/join/v3w6emt6vw6jmzoyepanbcdk/
 
 ## Codespace Setup
 
-This tutorial is designed to be run via GitHub codespaces. 
+This tutorial is designed to be run via GitHub codespaces.
 
 First, create a codespace in the repository:
 
@@ -40,7 +41,7 @@ cd ibis-tutorial
 
 ### Install dependencies
 
-We recommend using `pixi`, or `conda` / `mamba`, but `pip` works, too! 
+We recommend using `pixi`, or `conda` / `mamba`, but `pip` works, too!
 
 #### pixi