diff --git a/docs/docs/en/guide/task/conditions.md b/docs/docs/en/guide/task/conditions.md
index 9ffd8e3db3..75576cdd46 100644
--- a/docs/docs/en/guide/task/conditions.md
+++ b/docs/docs/en/guide/task/conditions.md
@@ -4,7 +4,7 @@ Condition is a conditional node, that determines which downstream task should ru
## Create Task
-- Click `Project Management -> Project Name -> Workflow Definition`, and click the "`Create Workflow`" button to enter the DAG editing page.
+- Click `Project Management -> Project Name -> Workflow Definition`, and click the `Create Workflow` button to enter the DAG editing page.
- Drag from the toolbar task node to canvas.
## Task Parameters
diff --git a/docs/docs/en/guide/task/emr.md b/docs/docs/en/guide/task/emr.md
index 9d8021ad4a..050d7c2397 100644
--- a/docs/docs/en/guide/task/emr.md
+++ b/docs/docs/en/guide/task/emr.md
@@ -6,8 +6,8 @@ Amazon EMR task type, for creating EMR clusters on AWS and running computing tas
## Create Task
-* Click `Project Management -> Project Name -> Workflow Definition`, click the "`Create Workflow`" button to enter the DAG editing page.
-* Drag `AmazonEMR` task from the toolbar to the artboard to complete the creation.
+* Click `Project Management -> Project Name -> Workflow Definition`, click the `Create Workflow` button to enter the DAG editing page.
+* Drag `AmazonEMR` task from the toolbar to the artboard to complete the creation.
## Task Parameters
diff --git a/docs/docs/en/guide/task/http.md b/docs/docs/en/guide/task/http.md
index 9aa10500b1..75509afb6b 100644
--- a/docs/docs/en/guide/task/http.md
+++ b/docs/docs/en/guide/task/http.md
@@ -6,7 +6,7 @@ This node is used to perform http type tasks such as the common POST and GET req
## Create Task
-- Click `Project Management -> Project Name -> Workflow Definition`, and click the "`Create Workflow`" button to enter the DAG editing page.
+- Click `Project Management -> Project Name -> Workflow Definition`, and click the `Create Workflow` button to enter the DAG editing page.
- Drag the from the toolbar to the drawing board.
## Task Parameters
diff --git a/docs/docs/en/guide/task/jupyter.md b/docs/docs/en/guide/task/jupyter.md
index b69aad6374..648c42a651 100644
--- a/docs/docs/en/guide/task/jupyter.md
+++ b/docs/docs/en/guide/task/jupyter.md
@@ -42,13 +42,13 @@ Click [here](https://docs.conda.io/en/latest/) for more information about `conda
└── ssl
```
-> NOTE: Please follow the `conda pack` instructions above strictly, and DO NOT modify `bin/activate`.
+> NOTICE: Please follow the `conda pack` instructions above strictly, and DO NOT modify `bin/activate`.
> `Jupyter Task Plugin` uses `source` command to activate your packed conda environment.
> If you are concerned about using `source`, choose other options to manage your python dependency.
## Create Task
-- Click `Project Management-Project Name-Workflow Definition`, and click the "`Create Workflow`" button to enter the DAG editing page.
+- Click `Project Management-Project Name-Workflow Definition`, and click the `Create Workflow` button to enter the DAG editing page.
- Drag from the toolbar to the canvas.
## Task Parameters
diff --git a/docs/docs/en/guide/task/mlflow.md b/docs/docs/en/guide/task/mlflow.md
index 5c61660481..e4af9a15e3 100644
--- a/docs/docs/en/guide/task/mlflow.md
+++ b/docs/docs/en/guide/task/mlflow.md
@@ -117,9 +117,14 @@ You can now use this feature to run all MLFlow projects on Github (For example [
![mlflow-models-docker-compose](../../../../img/tasks/demo/mlflow-models-docker-compose.png)
+| **Parameter** | **Description** |
+| ------- | ---------- |
+| Max Cpu Limit | For example, `1.0` or `0.5`, the same as docker compose. |
+| Max Memory Limit | For example `1G` or `500M`, the same as docker compose. |
+
## Environment to Prepare
-### Conda environment
+### Conda Environment
You need to enter the admin account to configure a conda environment variable(Please
install [anaconda](https://docs.continuum.io/anaconda/install/)