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Private Onsite | 2 Days Classroom

 AI Bootcamp for Emerging AI Developers

Become proficient in Microsoft’s AI-oriented services.

Most challenges observed by customers in these realms are in stitching multiple services together. As such, where possible, we have tried to place key concepts in the context of a broader example.

This bootcamp will focus on hands-on activities that develop proficiency in AI-oriented services such as Azure Bot Services, Azure Search, and Cognitive Services.

Upcoming Dates

There are no scheduled classes for this course at the moment. Please, send us an information request to find out more.

Course Delivery Options

Private OnSite.

The course will take place in your company’s facilities. We limit attendance to no more than 20 students in order to maintain a good level of interactivity.
2 Days Classroom.

The course will take place in a classroom with no more than 20 students in order to maintain a good level of interactivity.

Pre-requisites

Important Resources that need to be completed/installed and configured before attending the Boot Camp.

Firstly, you should have some previous exposure to Visual Studio. We will be using it for everything we are building in the workshop, so you should be familiar with how to use it to create applications. Additionally, this is not a class where we teach you how to code or develop applications. We assume you have some familiarity with C# (intermediate level – you can learn here), but you do not know how to implement solutions with Cognitive Services.

Secondly, you should have some experience developing bots with Microsoft’s Bot Framework. We won’t spend a lot of time discussing how to design them or how dialogs work. If you are not familiar with the Bot Framework, you should take this Microsoft Virtual Academy course prior to attending the workshop.

Thirdly, you should have experience with the portal and be able to create resources (and spend money) on Azure. We will not be providing Azure passes for this workshop.

After this Course

At the end of this workshop, you should be able to:

– Understand how to configure your apps to call Cognitive Services.
– Build an application that calls various Cognitive Services APIs (specifically Computer Vision).
– Understand how to implement Azure Search features to provide a positive search experience inside applications.
– Configure an Azure Search service to extend your data to enable full-text, language-aware search.
– Build, train, and publish a LUIS model to help your bot communicate effectively.
– Build an intelligent bot using Microsoft Bot Framework that leverages LUIS and Azure Search.
– Effectively log chat conversations in your bot.
– Perform rapid development/testing with Ngrok and test your bots with unit tests and direct bot communication.
– Effectively leverage the custom vision service to create image classification services that can then be leveraged by an application.

Content sourced by Microsoft.

Course Outline
Module 1. Cognitive Services
  • Setup assistance (if needed)
  • Introduction and Context for Cognitive Services
    Labs

  • Lab 1.1: Simplifying Cognitive Services App Development Portable Class Libraries
  • Lab 1.2: Creating an Image Classification Application using the Custom Vision Service I
  • Lab 1.3: Creating an Image Classification Application using the Custom Vision Service II
  • Lab 1.4: Creating an Image Classification Application using the Custom Vision Service III
  • Lab 1.5: Developing Intelligent Applications with LUIS

    Business Case 1

  • Module 2. Bots
    Labs

  • Lab 2.1: Developing Intelligent Applications with Azure Search
    Introduction and Context for Bots

  • Lab 2.2: Bulding Intelligent Bots
  • Lab 2.3: Log Chat Conversations in your Bot
  • Lab 2.4: Testing your Bot

    Business Case 2

    Q&A Feedback

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