Expand docker installation guide

docs/guides/installation.md

@@ -58,12 +58,23 @@ Check out the [guide](../components/publishing_components.md) on publishing comp
 
 To execute pipelines locally, you must
 have [Docker compose](https://docs.docker.com/compose/install/) and Python >=3.8
-installed on your system.
-
-#### TODO: Modify/extend considerations for Docker-compose/desktop
-
-For Apple M1/M2 ship users: <br>
-
-- Make sure that Docker uses linux/amd64 platform and not arm64. <br>
-- In Docker Dashboards’ Settings<Features in development, make sure to
-  uncheck `Use containerid for pulling and storing images`.
+installed on your system. We only support Docker compose V2 and above. If you have an older version of
+Docker compose, please upgrade to the latest version as described in the [Docker compose migration doc](https://docs.docker.com/compose/migrate/).
+
+!!! note "IMPORTANT"
+    For **Apple M1/M2 ship users**: <br>
+
+    - Make sure that Docker uses linux/amd64 platform and not arm64. <br>
+
+        ```bash
+        export DOCKER_DEFAULT_PLATFORM=linux/amd64
+        ```
+
+    - In Docker Desktop Dashboards’ `Settings -> Features in development`, make sure to
+      uncheck `Use containerid for pulling and storing images`.
+
+!!! note "IMPORTANT"
+    For **Windows** users: <br>
+
+    - We recommend installing and running docker on [WSL](https://learn.microsoft.com/en-us/windows/wsl/about). 
+    Check out this [guide](https://docs.docker.com/desktop/wsl/) for more info on the installation. <br>.