updates

DAT - Getting the most out of your data/DAT10/README.md

@@ -1,11 +1,51 @@
 # Dealing with a Massive Onset of Data Ingestion
 
-Instructions and code to recreate the demo in the Microsoft Ignite | The Tour session titled [_Dealing with a Massive Onset of Data Ingestion_](./session).
+How does a large company like Tailwind Traders build their data ingestion and processing pipelines, and chooses appropriate technologies to drive their business forward? This repo solves this problem by building a scalable and flexible end-to-end architecture that is capable of receiving massive amounts of data from variety of sources in real-time, and processing it.
 
-# Edge Nodes
+## What's Inside
 
-A living repository of best practices and examples for developing [Azure IoT Edge](./edge).
+This repo contains instructions and code to recreate the demo in the Microsoft Ignite | The Tour session titled _Dealing with a Massive Onset of Data Ingestion_.  
 
-# Data Generator
+## Azure Services Used
 
-An IoT Edge Module that [Generates Sample Data](./data-generator)
+- Event Hubs
+- IoT Hub
+- Cosmos DB
+- Azure Databricks
+- Azure Blob Storage
+- Azure Functions
+
+## Prerequisites
+
+* [Azure Subscription](https://azure.microsoft.com/free/?WT.mc_id=MSIgniteTheTour-github-dat10)
+* [Docker](https://docs.docker.com/install/)
+* [Azure Cli](https://docs.microsoft.com/en-us/cli/azure/install-azure-cli?view=azure-cli-latest&WT.mc_id=MSIgniteTheTour-github-dat10)
+* [Azure Functions Core Tools](https://docs.microsoft.com/en-us/azure/azure-functions/functions-run-local#v2?WT.mc_id=MSIgniteTheTour-github-dat10)
+* [Python 2.7x OR Python 3.x](https://www.python.org/downloads/)
+
+## Setup Instructions
+
+All of these steps are required to be completed in order before proceeding with the dempo.  
+
+1. Create the cash register data generator with the following instructions found [here](DataGenerator/)
+2. Create the Azure function with the following instructions found [here](ThresholdEndpoint/)
+3. Create the data ingestion layer with the following instructions found [here](Data-ingestion-and-processing/)
+
+
+## Demo Instructions 
+
+Upon completing the Setup Instructions above, you can log into the Databricks instance that was created and follow the instructions embedded in the [deployed notebook](/Data-ingestion-and-processing/code/DataProcessing.dbc).
+
+## Learn More/Resources
+
+[IoT Hub](https://docs.microsoft.com/en-us/azure/iot-hub/about-iot-hub?WT.mc_id=MSIgniteTheTour-github-dat10)
+
+[Microsoft Learn: Enable reliable messaging for Big Data applications using Azure Event Hubs](https://docs.microsoft.com/en-us/learn/modules/enable-reliable-messaging-for-big-data-apps-using-event-hubs/index?WT.mc_id=MSIgniteTheTour-github-dat10)
+
+[Azure Databricks](https://docs.microsoft.com/en-us/azure/azure-databricks/?WT.mc_id=MSIgniteTheTour-github-dat10)
+
+[Azure-IoT-Edge-Bogus-Data-Generator](http://aka.ms/iotdatagenerator)
+
+[Azure Functions](https://docs.microsoft.com/en-us/azure/azure-functions/?WT.mc_id=MSIgniteTheTour-github-dat10)
+
+[Cosmos DB](https://docs.microsoft.com/en-us/azure/cosmos-db/?WT.mc_id=MSIgniteTheTour-github-dat10)