diff --git a/docs/cli.md b/docs/cli.md
index 32036a11df..ca660f209e 100644
--- a/docs/cli.md
+++ b/docs/cli.md
@@ -341,6 +341,24 @@ datahub timeline --urn "urn:li:dataset:(urn:li:dataPlatform:mysql,User.UserAccou
 
 ## Entity Specific Commands
 
+### dataset (Dataset Entity)
+
+The `dataset` command allows you to interact with the dataset entity.
+
+The `get` operation can be used to read in a dataset into a yaml file.
+```shell
+datahub dataset get --urn "$URN" --to-file "$FILE_NAME"
+```
+
+The `upsert` operation can be used to create a new user or update an existing one.
+
+```shell
+datahub dataset upsert -f dataset.yaml
+```
+
+An example of `dataset.yaml` would look like as in [dataset.yaml](https://github.com/datahub-project/datahub/blob/master/metadata-ingestion/examples/cli_usage/dataset/dataset.yaml).
+
+
 ### user (User Entity)
 
 The `user` command allows you to interact with the User entity.
@@ -351,7 +369,7 @@ For detailed information, please refer to [Creating Users and Groups with Datahu
 datahub user upsert -f users.yaml
 ```
 
-An example of `users.yaml` would look like the following. You can refer to the [bar.user.dhub.yaml](https://github.com/datahub-project/datahub/blob/master/metadata-ingestion/examples/cli_usage/user/bar.user.dhub.yaml) file for the complete code.
+An example of `users.yaml` would look like as in [bar.user.dhub.yaml](https://github.com/datahub-project/datahub/blob/master/metadata-ingestion/examples/cli_usage/user/bar.user.dhub.yaml) file for the complete code.
 
 ```yaml
 - id: bar@acryl.io
@@ -379,7 +397,7 @@ For more information, please refer to [Creating Users and Groups with Datahub CL
 datahub group upsert -f group.yaml
 ```
 
-An example of `group.yaml` would look like the following. You can refer to the [foo.group.dhub.yaml](https://github.com/datahub-project/datahub/blob/master/metadata-ingestion/examples/cli_usage/group/foo.group.dhub.yaml) file for the complete code.
+An example of `group.yaml` would look like as in [foo.group.dhub.yaml](https://github.com/datahub-project/datahub/blob/master/metadata-ingestion/examples/cli_usage/group/foo.group.dhub.yaml) file for the complete code.
 
 ```yaml
 id: foogroup@acryl.io
diff --git a/metadata-ingestion/examples/cli_usage/dataset/dataset.yaml b/metadata-ingestion/examples/cli_usage/dataset/dataset.yaml
new file mode 100644
index 0000000000..e4643b3188
--- /dev/null
+++ b/metadata-ingestion/examples/cli_usage/dataset/dataset.yaml
@@ -0,0 +1,14 @@
+urn: urn:li:dataset:(urn:li:dataPlatform:snowflake,long_tail_companions.adoption.actuating,PROD)
+name: ACTUATING
+schema_metadata:
+  fields:
+    - id: pk
+      urn: urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:snowflake,long_tail_companions.adoption.actuating,PROD),pk)
+      type: "SchemaFieldDataTypeClass({'type': NumberTypeClass({})})"
+      nativeDataType: NUMBER(1,0)
+      nullable: true
+      recursive: false
+properties: {}
+subtypes:
+  - Table
+