Update documentation

_sources/pangeo-showcase.rst.txt

@@ -59,10 +59,10 @@ Winter/Spring 2024 Showcase
      - `Zarr-Python 3 and why you should be excited! <https://discourse.pangeo.io/t/pangeo-showcase-zarr-python-3-and-why-you-should-be-excited/4111>`_
    * - 2024-05-29 12PM EDT
      - Blaec Bejarano
-     - CoCalc for Pangeans
+     - `CoCalc for Pangeans <https://discourse.pangeo.io/t/pangeo-showcase-cocalc-for-pangeans/4248>`_
    * - 2024-06-05 4PM EDT
      - Max Jones
-     - Pangeo ML: Open source tools and pipelines for cloud-optimized machine learning
+     - `Pangeo ML: Open source tools and pipelines for scalable machine learning using NASA Earth observation data <https://discourse.pangeo.io/t/pangeo-showcase-pangeo-ml-open-source-tools-and-pipelines-for-scalable-machine-learning-using-nasa-earth-observation-data/4249>`_
 
 Fall 2023 Showcase
 ------------------------------------------------------

data.html

@@ -350,7 +350,7 @@ <h3>Google Cloud Storage Data Catalog<a class="headerlink" href="#google-cloud-s
 <ol class="arabic">
 <li><p><strong>Open your Entire Dataset in Xarray</strong>.</p>
 <p>Xarray is designed to
-load many netCDF files into a single <a class="reference external" href="https://docs.xarray.dev/en/latest/generated/xarray.Dataset.html#xarray.Dataset" title="(in xarray v2024.3.1.dev32)"><code class="xref py py-class docutils literal notranslate"><span class="pre">xarray.Dataset</span></code></a> object.
+load many netCDF files into a single <a class="reference external" href="https://docs.xarray.dev/en/latest/generated/xarray.Dataset.html#xarray.Dataset" title="(in xarray v2024.5.1.dev9)"><code class="xref py py-class docutils literal notranslate"><span class="pre">xarray.Dataset</span></code></a> object.
 The easiest way to accomplish this is using the <code class="xref py py-meth docutils literal notranslate"><span class="pre">xarray.open_mfdataset()</span></code>
 function. Suppose you have a directory full of netCDF files that comprise
 a single dataset stored in the directory <code class="docutils literal notranslate"><span class="pre">/path/to/mydataset</span></code>. If the files

pangeo-showcase.html

@@ -302,11 +302,11 @@ <h2>Winter/Spring 2024 Showcase<a class="headerlink" href="#winter-spring-2024-s
 </tr>
 <tr class="row-even"><td><p>2024-05-29 12PM EDT</p></td>
 <td><p>Blaec Bejarano</p></td>
-<td><p>CoCalc for Pangeans</p></td>
+<td><p><a class="reference external" href="https://discourse.pangeo.io/t/pangeo-showcase-cocalc-for-pangeans/4248">CoCalc for Pangeans</a></p></td>
 </tr>
 <tr class="row-odd"><td><p>2024-06-05 4PM EDT</p></td>
 <td><p>Max Jones</p></td>
-<td><p>Pangeo ML: Open source tools and pipelines for cloud-optimized machine learning</p></td>
+<td><p><a class="reference external" href="https://discourse.pangeo.io/t/pangeo-showcase-pangeo-ml-open-source-tools-and-pipelines-for-scalable-machine-learning-using-nasa-earth-observation-data/4249">Pangeo ML: Open source tools and pipelines for scalable machine learning using NASA Earth observation data</a></p></td>
 </tr>
 </tbody>
 </table>