term: avoid "tutorial"

content/docs/command-reference/serve.md

@@ -89,5 +89,5 @@ built-in client, or common HTTP clients, such as [`curl`](https://curl.se/) and
 
 ## Examples
 
-For examples, please refer to [Get Started](/doc/get-started) tutorial or the
-[Serving User Guide](/doc/user-guide/serving).
+For examples, please refer to the [Get Started](/doc/get-started) or the
+[Serving guide](/doc/user-guide/serving).

content/docs/get-started/index.md

@@ -514,11 +514,11 @@ you for checking out MLEM!
 
 ## What's next?
 
-Please proceed to [Use Cases](/doc/use-cases) if you want to see high-level
-scenarios MLEM can cover, or go to [User Guide](/doc/user-guide) to see more
-details or short tutorials on how to use specific features of MLEM.
+Please go to [Use Cases](/doc/use-cases) if you want to see high-level scenarios
+MLEM can cover, or to the [User Guide](/doc/user-guide) to see more details and
+examples on how to use specific features of MLEM.
 
-If you have any questions or suggestions for us, please reach us out in
+If you have any questions or suggestions for us, please reach out in
 [Discord](https://discord.com/channels/485586884165107732/903647230655881226) or
 create a new [GitHub issue](https://github.com/iterative/mlem/issues) in our
 repo 🙌.

content/docs/user-guide/building/index.md

@@ -23,11 +23,10 @@ can run `mlem build --help` for list of builders and
 
 ## Pre-configured builders
 
-In the [Get Started Tutorial](/doc/get-started) we demonstrated how to build a
-docker image out of the model server. Now let's see what is the builder
-declaration we mentioned there. You can pre-configure your builder in the form
-of yaml file that we call "declaration" either manually or via `mlem declare`
-command:
+In the [Get Started](/doc/get-started) we demonstrated how to build a Docker
+image out of the model server. Let's look into the builder declaration, which
+you can pre-configure your builder with a YAML file (either manually or with
+`mlem declare`):
 
 ```cli
 $ mlem declare builder docker docker_builder.mlem \

content/docs/user-guide/deploying/kubernetes.md

@@ -26,9 +26,13 @@ pip install kubernetes docker
 - Nodes are accessible and reachable, with an external IP address (valid for a
   NodePort service, more details to come below).
 
-One can access a
-[basic](https://kubernetes.io/docs/tutorials/kubernetes-basics/) tutorial to
-learn about the above terms.
+<admon type="tip">
+
+See the
+[Kubernetes Basics](https://kubernetes.io/docs/tutorials/kubernetes-basics/) to
+learn about the concepts above.
+
+</admon>
 
 ## Description
 
@@ -216,19 +220,17 @@ simple and analogous to how it is done in the steps above for a local cluster
 
 <admon type="info">
 
-To setup an EKS cluster, you can simply use [`eksctl`](https://eksctl.io/)
-
-A simple command such as
+To set up an EKS cluster, you can use [`eksctl`](https://eksctl.io/):
 
 ```cli
 eksctl create cluster --name cluster-name --region us-east-1
 ```
 
-will setup an EKS cluster for you with default parameters such as two `m5.large`
-worker nodes.
+> This will provision an EKS cluster with default parameters, such as two
+> `m5.large` worker nodes.
 
 Other tools such as
-[`terraform`](https://learn.hashicorp.com/tutorials/terraform/eks) can also be
+[Terraform](https://learn.hashicorp.com/tutorials/terraform/eks) can also be
 used.
 
 </admon>

content/docs/user-guide/dvc.md

@@ -7,8 +7,8 @@ datasets are too heavy to store in Git. To fix that, we suggest using
 [stores objects in remote storages](https://dvc.org/doc/start/data-management/data-versioning),
 allowing us to commit just pointers to them.
 
-This page offers a small Tutorial on how to use DVC with already existing MLEM
-project. We will reorganize our example repo to showcase that.
+This page explains how to use DVC with an existing MLEM project. We will
+reorganize our example repo to showcase that.
 
 ## Setting things up