Introduzione

In this workshop you will learn real-time analytics without IoT.  You'll enable intelligent conversation in a machine learning enabled, real-time chat pipeline, and apply analytics to visualize customer sentiment in real time for hotel guests, allowing them to chat with one another, and to communicate directly with the concierge. You'll apply analytics to visualize customer sentiment in real-time, as well as view trending sentiment over time and create a bot that can answer questions and embed it in the custom web app.

You will be able to implement a lambda architecture, and enable web-based, real-time messaging through Web Sockets, Event Hubs, and Services Bus.

This workshop is intended for Cloud Architects and IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies and want to learn more about Azure and Azure services as described in the ‘About this Course’ and ‘At Course Completion’ areas.  Those attending this workshop should also be experienced in other non-Microsoft cloud technologies, meet the course prerequisites, and want to cross-train on Azure.

Obiettivi del corso

At the end of this workshop, you will better understand how to leverage Cognitive Services (LUIS & Text Analytics API), process events with Azure functions, index with Search Archive and Cosmos DB, visualize with Power BI Q&A, use Bot Framework for questions and answers, and send notifications with Logic App.

Prerequisiti

There are no prerequisites for this course.

Struttura del Corso

MODULE 1: Whiteboard Design Session - Intelligent analytics

Lessons

Review the customer case study

Design a proof of concept solution

Present the solution

MODULE 2: Hands-on Lab - Intelligent analytics

Lessons

Environment setup

Implement message forwarding

Configure the Chat Web App settings

Deploying the App Services

Add intelligence

Create Logic App for sending SMS notifications

Building the Power BI dashboard

Enabling search indexing

Add a bot using Bot service and QnA Maker