diff --git a/slides/containers/Training_Environment.md b/slides/containers/Training_Environment.md
index 6732c2f..876313f 100644
--- a/slides/containers/Training_Environment.md
+++ b/slides/containers/Training_Environment.md
@@ -25,10 +25,6 @@ class: title
 
 ## Our Docker VM
 
-*This section assumes that you are following this course as part of
-a tutorial, training or workshop, where each student is given an
-individual Docker VM.*
-
 - The VM is created just before the training.
 
 - It will stay up during the whole training.
@@ -37,6 +33,10 @@ individual Docker VM.*
 
 - It comes pre-loaded with Docker and some other useful tools.
 
+- You receive the login info shortly.
+
+- (We could use tools such as containerd, podman, buildah etc. too).
+
 ---
 
 ## What *is* Docker?
@@ -61,6 +61,8 @@ individual Docker VM.*
 
 - This could put a bit of stress on the local WiFi and slow us down.
 
+- Network access can be an issue, due to proxies etc.
+
 - Instead, we use a remote VM that has a good connectivity
 
 - In some rare cases, installing Docker locally is challenging:
@@ -121,27 +123,25 @@ Once logged in, make sure that you can run a basic Docker command:
 ```bash
 $ docker version
 Client:
- Version:       18.03.0-ce
- API version:   1.37
- Go version:    go1.9.4
- Git commit:    0520e24
- Built:         Wed Mar 21 23:10:06 2018
- OS/Arch:       linux/amd64
- Experimental:  false
- Orchestrator:  swarm
-
-Server:
+ Cloud integration: v1.0.22
+ Version:           20.10.13
+ API version:       1.41
+Server: Docker Desktop 4.6.1 (76265)
  Engine:
-  Version:      18.03.0-ce
-  API version:  1.37 (minimum version 1.12)
-  Go version:   go1.9.4
-  Git commit:   0520e24
-  Built:        Wed Mar 21 23:08:35 2018
-  OS/Arch:      linux/amd64
-  Experimental: false
+  Version:          20.10.13
+  API version:      1.41 (minimum version 1.12)
+  OS/Arch:          linux/arm64
+ containerd:
+  Version:          1.5.10
+ runc:
+  Version:          1.0.3
+ docker-init:
+  Version:          0.19.0
 ```
 ]
 
+(Some lines omitted)
+
 If this doesn't work, raise your hand so that an instructor can assist you!
 
 ???