diff --git a/README.md b/README.md
index c2420ac88..09e84e038 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ Merlin attempts to do so by:
 
 ## Getting Started
 
-To install Merlin in your local machine, click [Local Development](./docs/getting-started/deploying-merlin/local_development.md).
+To install Merlin in your local machine, click [Local Development](./docs/dev-guide/deploying-merlin/local_development.md).
 
 ## Documentation
 
diff --git a/python/sdk/README.md b/python/sdk/README.md
index 099e1a86f..4d560dca2 100644
--- a/python/sdk/README.md
+++ b/python/sdk/README.md
@@ -24,11 +24,11 @@ gcloud auth application-default login
 
 The easiest way to get started is to explore example notebook:
 
-1. [Deploying xgboost model](sample/xgboost/Sample.ipynb)
-2. [Deploying sklearn model](sample/sklearn/Sample.ipynb)
-3. [Deploying tensorflow model](sample/tensorflow/Sample.ipynb)
-4. [Deploying pytorch model](sample/pytorch/Sample.ipynb)
-5. [Deploying user defined model](sample/pyfunc/Sample.ipynb)
+1. [Deploying xgboost model](../../examples/xgboost/XGBoost.ipynb)
+2. [Deploying sklearn model](../../examples/sklearn/SKLearn.ipynb)
+3. [Deploying tensorflow model](../../examples/tensorflow/Tensorflow.ipynb)
+4. [Deploying pytorch model](../../examples/pytorch/Pytorch.ipynb)
+5. [Deploying user defined model](../../examples/pyfunc/Pyfunc.ipynb)
 
 # Development