Experiments Section

StatCan · Oct 13, 2023 · 5dd0055 · 5dd0055
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diff --git a/docs/en/1-Experiments/Jupyter.md b/docs/en/1-Experiments/Jupyter.md
@@ -20,7 +20,7 @@ Jupyter comes with a number of features (and we can add more)
 [![Explore your data](../images/ExploreData.PNG)](../../2-Publishing/Datasette/)
 </center>
 
-Use **[Datasette](~../2-Publishing/Datasette.md/)** , an instant JSON API for your SQLite databases. Run SQL queries in a more interactive way!
+Use **[Datasette](../../2-Publishing/Datasette.md/)** , an instant JSON API for your SQLite databases. Run SQL queries in a more interactive way!
 
 ### IDE in the browser
 
@@ -78,9 +78,9 @@ You can upload and download data to/from JupyterHub directly in the menu. There
 
 ### Shareable "Bucket" storage
 
-There is also a mounted `buckets` folder in your home directory, which holds files in [MinIO](../Storage.md/#buckets-via-minio).
+There is also a mounted `buckets` folder in your home directory, which holds files in [Azure Blob Storage](../../5-Storage/AzureBlobStorage).
 
-**Refer to the [Storage](../index.md#storage) section for details.**
+**Refer to the [Storage](../../5-Storage/Overview) section for details.**
 
 ## Data Analysis
 

diff --git a/docs/en/1-Experiments/Remote-Desktop.md b/docs/en/1-Experiments/Remote-Desktop.md
@@ -14,7 +14,7 @@ The Ubuntu Virtual Desktop is a powerful tool for data scientists and machine le
 
 Remote Desktop provides an in-browser GUI Ubuntu desktop experience as well as
 quick access to supporting tools. The operating system is
-[**Ubuntu**](https://ubuntu.com/about) **18.04** with the
+[**Ubuntu**](https://ubuntu.com/about) **22.04** with the
 [**XFCE**](https://www.xfce.org/about) desktop environment.
 
 ![Remote Desktop](../images/rd_desktop.png)
@@ -32,7 +32,7 @@ _pip_, _conda_, _npm_ and _yarn_ are available to install various packages.
 ## Accessing the Remote Desktop
 
 To launch the Remote Desktop or any of its supporting tools, create a Notebook
-Server in [Kubeflow](./Kubeflow.md) and select the remote desktop option.
+Server in [Kubeflow](./Kubeflow.md) and select the remote desktop option, which is the Ubuntu image.
 
 ![Remote Desktop](../images/RemoteDesktop.PNG)
 

diff --git a/docs/en/1-Experiments/Selecting-an-Image.md b/docs/en/1-Experiments/Selecting-an-Image.md
@@ -8,7 +8,7 @@ When selecting an image, you have 3 main options:
 
 - Jupyter Notebook (CPU, TensorFlow, PyTorch)
 - RStudio
-- Remote Desktop (r, geomatics)
+- Remote Desktop
 
 ## Jupyter Notebooks
 
@@ -48,7 +48,7 @@ experience.
 
 ## RStudio
 
-**[RStudio](RStudio/)** gives you an integrated development environment
+**[RStudio](../RStudio/)** gives you an integrated development environment
 specifically for `R`. If you're coding in `R`, this is typically the Notebook
 Server to use. Use the `rstudio` image to get an RStudio environment.
 
@@ -59,7 +59,7 @@ Server to use. Use the `rstudio` image to get an RStudio environment.
 For a full Ubuntu desktop experience, use the remote desktop image. It comes
 pre-loaded with Python, R and Geomatics tooling, but are delivered in a typical
 desktop experience that also comes with Firefox, VS Code, and open office tools.
-The operating system is **[Ubuntu](https://ubuntu.com/about)** 18.04 with the
+The operating system is **[Ubuntu](https://ubuntu.com/about)** 22.04 with the
 **[XFCE](https://www.xfce.org/about)** desktop environment.
 
 ![Screenshot of the Virtual Desktop](../images/rd_desktop.png)
diff --git a/docs/en/images/RStudioOption.PNG b/docs/en/images/RStudioOption.PNG
diff --git a/docs/en/images/RemoteDesktop.PNG b/docs/en/images/RemoteDesktop.PNG