add 2023 video link, update 2024 schedule

Author: scottyhq

workshops/scipy2023/README.md

@@ -14,6 +14,10 @@ Organized by:
 
 ## Instructions
 
+:::{note}
+You can access a recording of this tutorial [here](https://www.youtube.com/watch?v=L4FXcIOMlsY)
+:::
+
 ### Running Locally
 
 See instructions to set up the environment for running the tutorial material [here](get-started).

workshops/scipy2024/index.ipynb

@@ -33,13 +33,13 @@
     "| Topic | Time | Notebook Links | \n",
     "| :- | - | - | \n",
     "| Introduction and Setup | 1:30 (10 min) | --- | \n",
-    "| Xarray Data Model, Backends, Extensions | 1:40 (40 min) | [Quick Introduction to Indexing](../../fundamentals/02.1_indexing_Basic.ipynb) <br> [Boolean Indexing & Masking](../../intermediate/indexing/boolean-masking-indexing.ipynb) | \n",
+    "| Xarray Data Model | 1:40 (40 min) | [Data structures](../../fundamentals/01_data_structures.ipynb) <br> [Basic Indexing](../../fundamentals/02.1_indexing_Basic) | \n",
     "| *10 minute Break*  \n",
-    "| Computational Patterns | 2:30 (50 min) | [Advanced Indexing](../../intermediate/indexing/advanced-indexing.ipynb) <br> [Computation Patterns](../../intermediate/01-high-level-computation-patterns.ipynb) <br>  |  \n",
+    "| Indexing & Computational Patterns | 2:30 (50 min) |  [Advanced Indexing](../../intermediate/indexing/indexing) <br> [Computation Patterns](../../intermediate/01-high-level-computation-patterns.ipynb) <br>  |  \n",
     "| *10 minute Break*  | \n",
-    "| Wrapping other arrays | 3:30 (50 min) | [The Xarray Ecosystem](../../intermediate/xarray_ecosystem.ipynb) <br> [Accessors](../../advanced/accessors/01_accessor_examples.ipynb) <br> [Backends](../../advanced/backends/1.Backend_without_Lazy_Loading.ipynb) <br>   |  \n",
+    "| Wrapping other arrays | 3:30 (50 min) | [The Xarray Ecosystem](../../intermediate/xarray_ecosystem.ipynb) <br> [Accessors](../../advanced/accessors/01_accessor_examples.ipynb) <br>   |  \n",
     "| *10 minute Break*  | \n",
-    "| Synthesis, Explore your data! | 4:30 (50 min) <br>  | [Data Tidying](../../intermediate/data_cleaning/05.1_intro.md) <br> |\n",
+    "| Backends and Practice! | 4:30 (50 min)  | [Backends](../../advanced/backends/1.Backend_without_Lazy_Loading.ipynb) <br> Luis' remote data notebook |\n",
     "| | End 5:30 | |\n",
     "\n",
     "\n",