課程大綱： Building Intelligent Applications培訓
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
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