diff --git a/docs/conf.py b/docs/conf.py
index c6b531f8f..2fa2d1d74 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -86,7 +86,7 @@ article_pages = [
     {"file":"understand/isv_deployment_win", "os":["windows"]},
 ]
 
-docs_core = ROCmDocs("ROCm Docs 5.6.0")
+docs_core = ROCmDocs("ROCm Docs 5.5.1")
 docs_core.setup()
 docs_core.disable_main_doc_link()
 
diff --git a/docs/examples/inception_casestudy/inception_casestudy.md b/docs/examples/inception_casestudy/inception_casestudy.md
index 4c1800775..cd7f50144 100644
--- a/docs/examples/inception_casestudy/inception_casestudy.md
+++ b/docs/examples/inception_casestudy/inception_casestudy.md
@@ -1,4 +1,4 @@
-# Inception V3 with PyTorch
+# Training and Inference Walk-through: Inception V3 with PyTorch
 
 ## Deep Learning Training
 
diff --git a/docs/index.md b/docs/index.md
index 6a4fd5216..b56f6fc98 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -47,7 +47,7 @@ agile, flexible, rapid and secure manner. [more...](rocm)
 
 - [HIP](reference/hip)
 - [Math Libraries](reference/gpu_libraries/math)
-- [C++ Primitives](reference/gpu_libraries/c++_primitives)
+- [C++ Primitives Libraries](reference/gpu_libraries/c++_primitives)
 - [Communication Libraries](reference/gpu_libraries/communication)
 - [AI Libraries](reference/ai_tools)
 - [Computer Vision](reference/computer_vision)
diff --git a/docs/rocm.md b/docs/rocm.md
index 5b9fede96..fbceac4c7 100644
--- a/docs/rocm.md
+++ b/docs/rocm.md
@@ -1,4 +1,4 @@
-# What is AMD ROCm™ Platform?
+# AMD ROCm™ Platform - Overview
 
 ROCm™ is an open-source stack for GPU computation. ROCm is primarily Open-Source
 Software (OSS) that allows developers the freedom to customize and tailor their