diff --git a/tutorials/source_en/advanced_use/mindinsight_commands.md b/tutorials/source_en/advanced_use/mindinsight_commands.md
index 462b6adc5c24d4362539850b5a73373ca299fd50..42b9af599466ce92bd3515c711f7eba24d8b92c0 100644
--- a/tutorials/source_en/advanced_use/mindinsight_commands.md
+++ b/tutorials/source_en/advanced_use/mindinsight_commands.md
@@ -2,8 +2,6 @@
`Ascend` `GPU` `Model Optimization` `Intermediate` `Expert`
-
-
- [MindInsight Commands](#mindinsight-commands)
@@ -15,6 +13,8 @@
+
+
## View the Command Help Information
```shell
diff --git a/tutorials/source_zh_cn/advanced_use/differential_privacy.md b/tutorials/source_zh_cn/advanced_use/differential_privacy.md
index bf11a9ee4af89f1e3cc3d3c196381d4cc083ef15..0f09b27154658ff26c1f03bb73613eb28f4f7ca3 100644
--- a/tutorials/source_zh_cn/advanced_use/differential_privacy.md
+++ b/tutorials/source_zh_cn/advanced_use/differential_privacy.md
@@ -2,6 +2,20 @@
`Ascend` `模型开发` `模型调优` `企业` `高级`
+
+
+- [机器学习中的差分隐私](#机器学习中的差分隐私)
+ - [概述](#概述)
+ - [实现阶段](#实现阶段)
+ - [导入需要的库文件](#导入需要的库文件)
+ - [参数配置](#参数配置)
+ - [预处理数据集](#预处理数据集)
+ - [建立模型](#建立模型)
+ - [引入差分隐私](#引入差分隐私)
+ - [引用](#引用)
+
+
+
## 概述
diff --git a/tutorials/source_zh_cn/advanced_use/mindinsight_commands.md b/tutorials/source_zh_cn/advanced_use/mindinsight_commands.md
index fb8835d381e69ffd78c83416665d94adb21d4d36..12905b823e717b992144dff97a4c1e9b0b15cb0b 100644
--- a/tutorials/source_zh_cn/advanced_use/mindinsight_commands.md
+++ b/tutorials/source_zh_cn/advanced_use/mindinsight_commands.md
@@ -2,8 +2,6 @@
`Ascend` `GPU` `模型调优` `中级` `高级`
-
-
- [MindInsight相关命令](#mindinsight相关命令)
@@ -15,6 +13,8 @@
+
+
## 查看命令帮助信息
```shell