diff --git a/tutorials/source_zh_cn/advanced_use/checkpoint_for_hybrid_parallel.md b/tutorials/source_zh_cn/advanced_use/checkpoint_for_hybrid_parallel.md
index 9ece21de9af2400b2aa2f30025b4f86fc3677d75..e2988e63d768862d9bdcea04c571a9369433aa11 100644
--- a/tutorials/source_zh_cn/advanced_use/checkpoint_for_hybrid_parallel.md
+++ b/tutorials/source_zh_cn/advanced_use/checkpoint_for_hybrid_parallel.md
@@ -2,6 +2,10 @@
# 手动设置并行场景模型参数的保存和加载
+模型训练
+中级
+高级
+
- [手动设置并行场景模型参数的保存和加载](#手动设置并行场景模型参数的保存和加载)
diff --git a/tutorials/source_zh_cn/advanced_use/differential_privacy.md b/tutorials/source_zh_cn/advanced_use/differential_privacy.md
index 635a5a81df360f54897e44156c14c0d66a7c9ccf..394ae546d1d9d452bcda942bbf977fab102c990f 100644
--- a/tutorials/source_zh_cn/advanced_use/differential_privacy.md
+++ b/tutorials/source_zh_cn/advanced_use/differential_privacy.md
@@ -1,5 +1,16 @@
# 机器学习中的差分隐私
+数据准备
+模型开发
+模型训练
+模型调优
+企业
+高级
+CPU
+Ascend
+GPU
+端侧
+
## 概述
diff --git a/tutorials/source_zh_cn/advanced_use/distributed_training_ascend.md b/tutorials/source_zh_cn/advanced_use/distributed_training_ascend.md
index dd1b8e363da9947a6824f0e80c5cdbf9e3db082a..4cd1c3f3176b05c4d2872f2c926084802249ed8c 100644
--- a/tutorials/source_zh_cn/advanced_use/distributed_training_ascend.md
+++ b/tutorials/source_zh_cn/advanced_use/distributed_training_ascend.md
@@ -1,5 +1,9 @@
# 分布式并行训练 (Ascend)
+模型训练
+中级
+高级
+
- [分布式并行训练 (Ascend)](#分布式并行训练-ascend)
diff --git a/tutorials/source_zh_cn/advanced_use/distributed_training_gpu.md b/tutorials/source_zh_cn/advanced_use/distributed_training_gpu.md
index e2913ffaf2ef9e4cf22a330998bf3f32b79ff7d1..13d2c89ce7284749c1ba0015cec00458ff8e387a 100644
--- a/tutorials/source_zh_cn/advanced_use/distributed_training_gpu.md
+++ b/tutorials/source_zh_cn/advanced_use/distributed_training_gpu.md
@@ -1,5 +1,9 @@
# 分布式并行训练 (GPU)
+模型训练
+中级
+高级
+
- [分布式并行训练 (GPU)](#分布式并行训练-gpu)
diff --git a/tutorials/source_zh_cn/advanced_use/host_device_training.md b/tutorials/source_zh_cn/advanced_use/host_device_training.md
index 300b21ec8e19d7e9c5ab67df45b734bd294c12f4..51f4dc8ab1e09ef9e59c875c36bdb2607b76e791 100644
--- a/tutorials/source_zh_cn/advanced_use/host_device_training.md
+++ b/tutorials/source_zh_cn/advanced_use/host_device_training.md
@@ -1,5 +1,9 @@
# Host+Device混合训练
+模型训练
+中级
+高级
+
- [Host+Device混合训练](#hostdevice混合训练)
diff --git a/tutorials/source_zh_cn/advanced_use/mixed_precision.md b/tutorials/source_zh_cn/advanced_use/mixed_precision.md
index dbea7ee0a2ab74c45aedc66a4d86a564b6d36384..3920709e63bd3d94e3ade780fc3c651ef194782a 100644
--- a/tutorials/source_zh_cn/advanced_use/mixed_precision.md
+++ b/tutorials/source_zh_cn/advanced_use/mixed_precision.md
@@ -1,5 +1,9 @@
# 混合精度
+模型训练
+中级
+高级
+
- [混合精度](#混合精度)
diff --git a/tutorials/source_zh_cn/advanced_use/model_security.md b/tutorials/source_zh_cn/advanced_use/model_security.md
index 9daf517e31f8ea9c295ecc3fc9b993eab417148a..7d710a91f8fb9f145d85bc97dd608c11a71903ba 100644
--- a/tutorials/source_zh_cn/advanced_use/model_security.md
+++ b/tutorials/source_zh_cn/advanced_use/model_security.md
@@ -1,5 +1,16 @@
# 模型安全
+数据准备
+模型开发
+模型训练
+模型调优
+企业
+高级
+CPU
+Ascend
+GPU
+端侧
+
- [模型安全](#模型安全)
diff --git a/tutorials/source_zh_cn/advanced_use/parameter_server_training.md b/tutorials/source_zh_cn/advanced_use/parameter_server_training.md
index 7e673e4d32b3ce09652da567afba2d26e5f3a4f1..1f311c70b9848b0ffb7ff3d712b601342d91b2c7 100644
--- a/tutorials/source_zh_cn/advanced_use/parameter_server_training.md
+++ b/tutorials/source_zh_cn/advanced_use/parameter_server_training.md
@@ -1,5 +1,9 @@
# Parameter Server训练
+模型训练
+中级
+高级
+
- [Parameter Server训练](#parameter_server训练)
diff --git a/tutorials/source_zh_cn/advanced_use/quantization_aware.md b/tutorials/source_zh_cn/advanced_use/quantization_aware.md
index 6a12f289b9bb79c051c9c38a81b3efce5a1c974e..81f24b65015cfba3448f86840be005601d199228 100644
--- a/tutorials/source_zh_cn/advanced_use/quantization_aware.md
+++ b/tutorials/source_zh_cn/advanced_use/quantization_aware.md
@@ -1,5 +1,9 @@
# 量化
+模型调优
+高级
+Ascend
+
- [量化](#量化)
diff --git a/tutorials/source_zh_cn/advanced_use/serving.md b/tutorials/source_zh_cn/advanced_use/serving.md
index 3cb03ed0a85969e6083a6c6aa7016cb85178d8f5..ac50ae53b55d920fd761aff41fd61ea6a2161e29 100644
--- a/tutorials/source_zh_cn/advanced_use/serving.md
+++ b/tutorials/source_zh_cn/advanced_use/serving.md
@@ -1,5 +1,9 @@
# 基于MindSpore部署推理服务
+环境准备
+企业
+高级
+Ascend
diff --git a/tutorials/source_zh_cn/use/custom_operator.md b/tutorials/source_zh_cn/use/custom_operator.md
index f5bb7e77831e0d3d50a7f6225c37e70fda02b072..facd8f1ca89743e9c9651e06fbad4cb3657df5e3 100644
--- a/tutorials/source_zh_cn/use/custom_operator.md
+++ b/tutorials/source_zh_cn/use/custom_operator.md
@@ -1,5 +1,9 @@
# 自定义算子
+模型开发
+高级
+Ascend
+
- [自定义算子](#自定义算子)
diff --git a/tutorials/source_zh_cn/use/data_preparation/converting_datasets.md b/tutorials/source_zh_cn/use/data_preparation/converting_datasets.md
index 5d1c585f8d0813e4e939ed645c068f53c5d1ade6..2fcb6c7d740cd6b8bb57c65b24e74ec3f84e7812 100644
--- a/tutorials/source_zh_cn/use/data_preparation/converting_datasets.md
+++ b/tutorials/source_zh_cn/use/data_preparation/converting_datasets.md
@@ -1,5 +1,10 @@
# 将数据集转换为MindSpore数据格式
+数据准备
+初级
+中级
+高级
+
- [将数据集转换为MindSpore数据格式](#将数据集转换为mindspore数据格式)
diff --git a/tutorials/source_zh_cn/use/data_preparation/data_processing_and_augmentation.md b/tutorials/source_zh_cn/use/data_preparation/data_processing_and_augmentation.md
index 6605d9c57b821be5ccc157ebd141ba4a164b19e4..a59c252dafeda270512fe4fb500322577ca66123 100644
--- a/tutorials/source_zh_cn/use/data_preparation/data_processing_and_augmentation.md
+++ b/tutorials/source_zh_cn/use/data_preparation/data_processing_and_augmentation.md
@@ -1,5 +1,10 @@
# 数据处理与数据增强
+数据准备
+初级
+中级
+高级
+
- [数据处理与数据增强](#数据处理与数据增强)
diff --git a/tutorials/source_zh_cn/use/data_preparation/loading_the_datasets.md b/tutorials/source_zh_cn/use/data_preparation/loading_the_datasets.md
index becc74b36061bef2025ca695b815f2aad71956ed..09a4a4422ecbdb743fce7c62eeb1c5e91629b536 100644
--- a/tutorials/source_zh_cn/use/data_preparation/loading_the_datasets.md
+++ b/tutorials/source_zh_cn/use/data_preparation/loading_the_datasets.md
@@ -1,5 +1,10 @@
# 加载数据集
+数据准备
+初级
+中级
+高级
+
- [加载数据集](#加载数据集)