diff --git a/dolphinscheduler-ui/src/locales/en_US/project.ts b/dolphinscheduler-ui/src/locales/en_US/project.ts
index 74218748a6..1d2416b7d7 100644
--- a/dolphinscheduler-ui/src/locales/en_US/project.ts
+++ b/dolphinscheduler-ui/src/locales/en_US/project.ts
@@ -791,6 +791,7 @@ export default {
     logic: 'Logic',
     di: 'Data Integration',
     dq: 'Data Quality',
+    ml: 'Machine Learning',
     other: 'Other',
   }
 }
diff --git a/dolphinscheduler-ui/src/locales/zh_CN/project.ts b/dolphinscheduler-ui/src/locales/zh_CN/project.ts
index 6ea2c23a96..6476e06d67 100644
--- a/dolphinscheduler-ui/src/locales/zh_CN/project.ts
+++ b/dolphinscheduler-ui/src/locales/zh_CN/project.ts
@@ -771,6 +771,7 @@ export default {
     logic: '逻辑节点',
     di: '数据集成',
     dq: '数据质量',
+    ml: '机器学习',
     other: '其他',
   }
 }
diff --git a/dolphinscheduler-ui/src/views/projects/workflow/components/dag/dag-sidebar.tsx b/dolphinscheduler-ui/src/views/projects/workflow/components/dag/dag-sidebar.tsx
index 5fd704f1a0..5c50131d6b 100644
--- a/dolphinscheduler-ui/src/views/projects/workflow/components/dag/dag-sidebar.tsx
+++ b/dolphinscheduler-ui/src/views/projects/workflow/components/dag/dag-sidebar.tsx
@@ -38,6 +38,7 @@ export default defineComponent({
       logic: [],
       di: [],
       dq: [],
+      ml: [],
       other: [],
       fav: []
     })
@@ -68,6 +69,9 @@ export default defineComponent({
         variables.dq = variables.dataList.filter(
           (item: any) => item.taskType === 'DataQuality'
         )
+        variables.ml = variables.dataList.filter(
+          (item: any) => item.taskType === 'MachineLearning'
+        )
         variables.other = variables.dataList.filter(
           (item: any) => item.taskType === 'Other'
         )
@@ -413,6 +417,59 @@ export default defineComponent({
               }}
             ></NCollapseItem>
           )}
+          {variables.ml.length > 0 && (
+            <NCollapseItem
+              title={t('project.menu.ml')}
+              name='5'
+              class='task-cate-ml'
+              v-slots={{
+                default: () => {
+                  return variables.ml.map((task: any) => (
+                    <div
+                      class={[styles.draggable, `task-item-${task.type}`]}
+                      draggable='true'
+                      onDragstart={(e) => {
+                        context.emit('dragStart', e, task.type as TaskType)
+                      }}
+                    >
+                      <em
+                        class={[
+                          styles['sidebar-icon'],
+                          styles['icon-' + task.type.toLocaleLowerCase()]
+                        ]}
+                      />
+                      <span>{task.taskName}</span>
+                      <div
+                        class={styles.stars}
+                        onMouseenter={() => {
+                          task.starHover = true
+                        }}
+                        onMouseleave={() => {
+                          task.starHover = false
+                        }}
+                        onClick={() => handleCollection(task)}
+                      >
+                        <NIcon
+                          size='20'
+                          color={
+                            task.collection || task.starHover
+                              ? '#288FFF'
+                              : '#ccc'
+                          }
+                        >
+                          {task.collection ? (
+                            <StarFilled />
+                          ) : (
+                            <StarOutlined />
+                          )}
+                        </NIcon>
+                      </div>
+                    </div>
+                  ))
+                }
+              }}
+            ></NCollapseItem>
+          )}
           {variables.other.length > 0 && (
             <NCollapseItem
               title={t('project.menu.other')}