Overview
Intelligent applications (aka intelligent apps and I-apps) are next generation apps that can continually learn from user interactions to provide better value and relevance to users.
In this instructor-led, live training, participants will learn how to build intelligent mobile applications and bots.
By the end of this training, participants will be able to:
- Understand the fundamental concepts of intelligent applications
- Learn how to use various tools for building intelligent applications
- Build intelligent applications using Azure, Cognitive Services API, Stream Analytics, and Xamarin
Audience
- Developers
- Programmers
- Hobbyists
Format of the course
- Part lecture, part discussion, exercises and heavy hands-on practice
Requirements
- Basic programming experience
- Basic familiarity with C#
Course Outline
Introduction
Understanding What Intelligent Mobile Applications Are
Setting Up the Development Environment
Overview of Azure Machine Learning Web Services
Using the Azure Machine Learning Studio
Learning How to Publish a Web Service in Azure
Viewing Data in Microsoft Excel in Azure
Creating Sample Applications in Azure
Using Microsoft Cognitive Services and APIs
Introduction to Text Analytics
Setting Up the Text Analytics API
Working with Text Analytics
Understanding the Bot Framework
Learning Bot Basics
Building a Simple Bot
Enhancing Your Bot and Its Functionalities
Learning Real Time Event Processing
Understanding Real Time Analytics
Using Azure Stream Analytics
Integrating Machine Learning into Stream Analytics
Using Xamarin
Using Azure Search
Understanding the Benefits of an Intelligent Search-Enabled Mobile Application
Project: Building an Intelligent Search-Enabled Application for Real Estate Listings
- Implementing Type-Ahead Search Suggestions
- Implementing Full-Text Search and Paging of Results
- Implementing Search Results Filters
- Implementing the Lookup Feature
- Using Machine Learning Techniques for Item Recommendations
- Scoring and Tuning of Search Results
Summary and Conclusion