diff --git a/doc/user_guide/docker/docker-usage.md b/doc/user_guide/docker/docker-usage.md
index 23eaea4e..dc28bc63 100644
--- a/doc/user_guide/docker/docker-usage.md
+++ b/doc/user_guide/docker/docker-usage.md
@@ -53,7 +53,7 @@ Additional options
 
 The following command will enable AI-Lab to start an instance of Exasol Docker-DB, however
 * Additional [Limitations and security risks](os-setup.md#enabling-exasol-ai-lab-to-use-docker-features) apply.
-* Only file system objects on the daemon machine can be mounted. This applies to ordinary directories as well as `docker.sock`.
+* Only file system objects on the daemon machine can be mounted. This applies to ordinary directories as well as the `docker.sock`.
 * On Windows mounting `docker.sock` only works with Docker Desktop with WSL 2.
 ```shell
 docker run \
diff --git a/doc/user_guide/editions.md b/doc/user_guide/editions.md
index 90f132ff..0f2ac868 100644
--- a/doc/user_guide/editions.md
+++ b/doc/user_guide/editions.md
@@ -1,6 +1,6 @@
 # AI-Lab Editions
 
-Exasol AI-Lab is available in the multiple editions as shown in the following table.
+Exasol AI-Lab is available in multiple editions as shown in the following table.
 
 Please see common [system requirements](system-requirements.md) for all editions and select your favorite edition depending on your operating system, infrastructure, administrative permissions, and technical skills.
 
diff --git a/doc/user_guide/jupyter.md b/doc/user_guide/jupyter.md
index e21547f0..038ed3a2 100644
--- a/doc/user_guide/jupyter.md
+++ b/doc/user_guide/jupyter.md
@@ -28,4 +28,4 @@ The following command installs Python dependendy `stream-zip`:
 %pip install --upgrade stream-zip
 ```
 
-Please note limited lifetime of additional dependencies for [AI-Lab Docker Edition](docker/docker-usage.md#installing-additional-dependencies).
+Please note the limited lifetime of additional dependencies for [AI-Lab Docker Edition](docker/docker-usage.md#installing-additional-dependencies).
diff --git a/doc/user_guide/login-vm-and-ami.md b/doc/user_guide/login-vm-and-ami.md
index dc4628e5..f1df6b18 100644
--- a/doc/user_guide/login-vm-and-ami.md
+++ b/doc/user_guide/login-vm-and-ami.md
@@ -2,7 +2,7 @@
 
 Username: **ubuntu**
 
-At the first login to the sandbox (image or AMI) you will be prompted to change your password.
+At the first login to the AI-Lab (image or AMI) you will be prompted to change your password.
 The default password is: **ai-lab**
 
 However, we suggest to use ssh-keys for the connection. When you use the AWS AMI, this will work automatically. When using the VM images, you need to deploy your ssh-keys. After you enabled ssh-keys, we recommend to disable ssh password authentication:
diff --git a/doc/user_guide/system-requirements.md b/doc/user_guide/system-requirements.md
index af7744ac..ca800858 100644
--- a/doc/user_guide/system-requirements.md
+++ b/doc/user_guide/system-requirements.md
@@ -8,7 +8,7 @@ The editions of the AI-Lab have common requirements to be available on your syst
 * Recommend access to a running instance of Exasol database, otherwise you can start a small Exasol Docker-DB
   * Please note: AI-Lab currently does not support Exasol SaaS.
 
-As the AI-Lab is meant to explore AI applications on top of Exasol database, you need an instance of Exasol database running and be able to connect to it.
+As the AI-Lab is meant to explore AI applications on top of the Exasol database, you need an instance of the Exasol database running and be able to connect to it.
 
 <!-- Are AMI and VM images able to spawn a Exasol Docker DB or does his only apply to the AI-Lab Docker edition? -->
 AI-Lab can automatically launch such an instance on demand. However when using AI-Lab's Docker Edition there are [additional constraints](docker/os-setup.md#enabling-exasol-ai-lab-to-use-docker-features).
diff --git a/doc/user_guide/vm-usage.md b/doc/user_guide/vm-usage.md
index 009af661..3cbb4f5b 100644
--- a/doc/user_guide/vm-usage.md
+++ b/doc/user_guide/vm-usage.md
@@ -53,4 +53,4 @@ Notes for Hypervisors based on KVM/[QEMU](https://en.wikipedia.org/wiki/QEMU):
 
 ## Login
 
-See [Login to AMI and VM Editions](login-vm-and-ami.md) for logging in to the system.
+See [Log in to AMI and VM Editions](login-vm-and-ami.md) for logging into the system.