Updated links

Author: sunasing

articles/industry/agriculture/query-telemetry-data-from-azure-farmbeats.md

@@ -97,16 +97,16 @@ In the above example response, the queried sensor telemetry gives data for two t
 
 ### Query using Azure Time Series Insights (TSI)
 
-FarmBeats leverages [Azure Time Series Insights (TSI)](https://azure.microsoft.com/en-in/services/time-series-insights/) to ingest, store, query and visualize data at Internet of Things (IoT) scale--data that's highly contextualized and optimized for time series.
+FarmBeats leverages [Azure Time Series Insights (TSI)](https://azure.microsoft.com/services/time-series-insights/) to ingest, store, query and visualize data at Internet of Things (IoT) scale--data that's highly contextualized and optimized for time series.
 
-Telemetry data is received on an EventHub and then processed and pushed to a TSI environment within FarmBeats resource group. Data can then be directly queried from the TSI. For more information, refer [TSI documentation](https://docs.microsoft.com/en-us/azure/time-series-insights/time-series-insights-explorer)
+Telemetry data is received on an EventHub and then processed and pushed to a TSI environment within FarmBeats resource group. Data can then be directly queried from the TSI. For more information, refer [TSI documentation](https://docs.microsoft.com/azure/time-series-insights/time-series-insights-explorer)
 
 Follow the below steps to visualize data on TSI
 
 1. Go to Azure Portal -> FarmBeats DataHub resource group -> click on Time Series Insights environment (tsi-xxxx) -> Data Access Policies. Add user with Reader or Contributor access.
 2. Go to the Overview page of Time Series Insights environment (tsi-xxxx) and click on the “Time Series Insights Explorer URL”. You will now be able to visualize the ingested telemetry.
 
-Apart from storing, querying and visualization of telemetry, TSI also enables integration to a Power BI dashboard. More details [here]( https://docs.microsoft.com/en-us/azure/time-series-insights/how-to-connect-power-bi)
+Apart from storing, querying and visualization of telemetry, TSI also enables integration to a Power BI dashboard. More details [here]( https://docs.microsoft.com/azure/time-series-insights/how-to-connect-power-bi)
 
 ## Next steps