20230214 fix relative link paths.

Author: WilliamDAssafMSFT

articles/synapse-analytics/machine-learning/overview-cognitive-services.md

@@ -96,11 +96,11 @@ The tutorial, [Pre-requisites for using Cognitive Services in Azure Synapse](tut
 
 ### Search
 - [Bing Image search](https://azure.microsoft.com/services/cognitive-services/bing-image-search-api/) ([Scala](https://mmlspark.blob.core.windows.net/docs/0.10.2/scala/com/microsoft/azure/synapse/ml/cognitive/BingImageSearch.html), [Python](https://mmlspark.blob.core.windows.net/docs/0.10.2/pyspark/synapse.ml.cognitive.html#module-synapse.ml.cognitive.BingImageSearch))
-- [Azure Cognitive search](../../search/search-what-is-azure-search) ([Scala](https://mmlspark.blob.core.windows.net/docs/0.10.2/scala/index.html#com.microsoft.azure.synapse.ml.cognitive.search.AzureSearchWriter$), [Python](https://mmlspark.blob.core.windows.net/docs/0.10.2/pyspark/synapse.ml.cognitive.html#module-synapse.ml.cognitive.AzureSearchWriter))
+- [Azure Cognitive search](../../search/search-what-is-azure-search.md) ([Scala](https://mmlspark.blob.core.windows.net/docs/0.10.2/scala/index.html#com.microsoft.azure.synapse.ml.cognitive.search.AzureSearchWriter$), [Python](https://mmlspark.blob.core.windows.net/docs/0.10.2/pyspark/synapse.ml.cognitive.html#module-synapse.ml.cognitive.AzureSearchWriter))
 
 ## Prerequisites
 
-1. Follow the steps in [Getting started](../../cognitive-services/big-data/getting-started) to set up your Azure Databricks and Cognitive Services environment. This tutorial shows you how to install SynapseML and how to create your Spark cluster in Databricks.
+1. Follow the steps in [Getting started](../../cognitive-services/big-data/getting-started.md) to set up your Azure Databricks and Cognitive Services environment. This tutorial shows you how to install SynapseML and how to create your Spark cluster in Databricks.
 1. After you create a new notebook in Azure Databricks, copy the following **Shared code** and paste into a new cell in your notebook.
 1. Choose one of the following service samples and copy paste it into a second new cell in your notebook.
 1. Replace any of the service subscription key placeholders with your own key.
@@ -193,7 +193,7 @@ display(
 
 ## Text Analytics for Health Sample
 
-The [Text Analytics for Health Service](../../cognitive-services/language-service/text-analytics-for-health/overview?tabs=ner) extracts and labels relevant medical information from unstructured texts such as doctor's notes, discharge summaries, clinical documents, and electronic health records.
+The [Text Analytics for Health Service](../../cognitive-services/language-service/text-analytics-for-health/overview.md?tabs=ner) extracts and labels relevant medical information from unstructured texts such as doctor's notes, discharge summaries, clinical documents, and electronic health records.
 
 
 ```python