typos fix

Author: loujar

docs/admin/deploy/index.mdx

@@ -7,11 +7,11 @@ Sourcegraph is a powerful code intelligence platform that can be deployed in var
 Carefully consider your organization's needs and technical expertise when selecting a Sourcegraph deployment method. Each option has different capabilities, resource requirements, and levels of technical expertise needed. Consider your organization's needs carefully, as the deployment method cannot be easily changed for a running instance.
 
 Sourcegraph's recommended deployment methods are, in order:
-1. [Sourcegraph Cloud](#sourcegraph-cloud) - This povides a fully managed solution where Sourcegraph handles much of the maintence, monitoring, and upgrading tasks to give you an optimal Sourcegraph experience while immediately getting the latest features into your users' hands. This solution does require your code hosts to be connected to the Sourcegraph managed environment.
-2. [Kubernetes Helm](#kubernetes) - Sourcegraph's Kubernetes deployment provides the most robust, scalable, and vetted self-hosted solution. This solution is ideal across many self-hosted customers capable of deploying a mult-node instance, and can be supported within many Kubernetes-capable environments.
-3. [Docker Compose](#docker-compose) - Docker Compose provides the prefered single-node deployment solution for Sourcegraph. It can be a good option when the complexities and flexibility provided by Kubernetes Helm are not needed.
-4. [Kubernetes Kustomize](#kubernetes) - Kustomize should only be used in place of Helm in specific circumstances. Kustomize tends to be a more advanced solution than Helm, but if it is your prefered deployment method it is a viable and supported method.
-5. [Machine Images](#machine-images) - Sourcegraph can be deployed used dedicated Machine Images for specific Cloud providers. This can be a simple solution in specific circumstances, though has its own considerations. If you are considering this path, please discuss with your account team.
+1. [Sourcegraph Cloud](#sourcegraph-cloud) - This provides a fully managed solution where Sourcegraph handles much of the maintence, monitoring, and upgrading tasks to give you an optimal Sourcegraph experience while immediately getting the latest features into your users' hands. This solution does require your code hosts to be connected to the Sourcegraph managed environment.
+2. [Kubernetes Helm](#kubernetes) - Sourcegraph's Kubernetes deployment provides the most robust, scalable, and vetted self-hosted solution. This solution is ideal across many self-hosted customers capable of deploying a multi-node instance, and can be supported within many Kubernetes-capable environments.
+3. [Docker Compose](#docker-compose) - Docker Compose provides the preferred single-node deployment solution for Sourcegraph. It can be a good option when the complexities and flexibility provided by Kubernetes Helm are not needed.
+4. [Kubernetes Kustomize](#kubernetes) - Kustomize should only be used in place of Helm in specific circumstances. Kustomize tends to be a more advanced solution than Helm, but if it is your preferred deployment method it is a viable and supported method.
+5. [Machine Images](#machine-images) - Sourcegraph can be deployed using dedicated Machine Images for specific Cloud providers. This can be a simple solution in specific circumstances, though has its own considerations. If you are considering this path, please discuss with your account team.
 
 ### Sourcegraph Cloud
 
@@ -25,7 +25,7 @@ Best for a wide range of customers open to a Sourcegraph managed [Sourcegraph Cl
 
 ### Kubernetes
 
-Multi-node, self hosted solution great for large enterprises and or other orgs looking for the recommended, robust, and scalable deployment method
+Multi-node, self hosted solution great for large enterprises and/or other orgs looking for the recommended, robust, and scalable deployment method
 
 - **Helm** (Preferred) utilizes pre-packaged charts for templating Sourcegraph deployments
 - **Kustomize** utilizes built-in features of kubectl for configuring Sourcegraph deployments
@@ -35,7 +35,7 @@ Multi-node, self hosted solution great for large enterprises and or other orgs l
     <QuickLink title="Kustomize" icon='lightbulb' href="/admin/deploy/kubernetes/kustomize" />
 </QuickLinks>
 
-<Callout type="note">Kubernetes is the recommended self hosted deployment method, though it can require specific technical knowledge required to deploy and maintain a deployment on Kubernetes. Teams without these resources should contact their Sourcegraph account representative or [[email protected]](mailto:[email protected]) to discuss in further detail.</Callout>
+<Callout type="note">Kubernetes is the recommended self hosted deployment method, though it can require specific technical knowledge required to deploy and maintain a deployment on Kubernetes. Teams without in-house Kubernetes expertise should contact their Sourcegraph account representative or [[email protected]](mailto:[email protected]) to discuss in further detail.</Callout>
 
 ### Docker Compose