Microsoft AI-102T00 - Designing and Implementing a Microsoft Azure AI Solution

  • Length 4 days
  • Version A
Course overview
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Why study this course

This course is intended for software developers wanting to build AI infused applications that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. The course will use C#, Python, or JavaScript as the programming language.

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What you’ll learn

After completing this course, students will be able to:

  • Describe considerations for AI-enabled application development

  • Create, configure, deploy, and secure Azure

  • Cognitive Services

  • Develop applications that analyse text

  • Develop speech-enabled applications

  • Create applications with natural language understanding capabilities

  • Create QnA applications

  • Create conversational solutions with bots

  • Use computer vision services to analyse images and videos

  • Create custom computer vision models

  • Develop applications that detect, analyse, and recognise faces

  • Develop applications that read and process text in images and documents

  • Create intelligent search solutions for knowledge mining


Microsoft Azure at Lumify Work

Lumify Work is your best choice for training and certification in any of Microsoft’s leading technologies and services. We’ve been delivering effective training across all Microsoft products for over 30 years, and are proud to be Australia and New Zealand’s First and largest Microsoft Gold Learning Solutions Partner. All Lumify Work Microsoft courses follow Microsoft Official Curriculum (MOC) and are led by Microsoft Certified Trainers. Join more than 5,000 students who attend our quality Microsoft courses every year.


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Who is the course for?

Software engineers concerned with building, managing and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. They are familiar with C#, Python, or JavaScript and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and conversational AI solutions on Azure.

We can also deliver and customise this training course for larger groups – saving your organisation time, money and resources. For more information, please contact us via email on [email protected]


Course subjects

Learning Path 1: Prepare for AI engineering

  • Module 1: Prepare to develop AI solutions on Azure

Learning Path 2: Provision and manage Azure Cognitive Services

  • Module 1: Create and consume Cognitive Services

  • Module 2: Secure Cognitive Services

Learning Path 3: Process and translate text with Azure Cognitive Services

  • Module 1: Extract insights from text with the Language service

  • Module 2: Translate text with the Translator service

Learning Path 4: Process and Translate Speech with Azure Cognitive Speech Services

  • Module 1: Create speech-enabled apps with the Speech service

  • Module 2: Translate speech with the speech service

Learning Path 5: Create a Language Understanding solution with Azure Cognitive Services

  • Module 1: Build a Language Understanding model

  • Module 2: Publish and use a Language Understanding app

Learning Path 6: Build a question answering solution

  • Module 1: Build a question answering solution

Learning Path 7: Create conversational AI solutions

  • Module 1: Create a bot with the Bot Framework SDK

  • Module 2: Create a Bot with the Bot Framework Composer

Learning Path 8: Create computer vision solutions with Azure Cognitive Services

  • Module 1: Analyse images

  • Module 2: Analyse video

  • Module 3: Classify images

  • Module 4: Detect objects in images

  • Module 5: Detect, analyse, and recognise faces

Learning Path 9: Extract text from images and documents

  • Module 1: Read Text in Images and Documents with the Computer Vision Service

  • Module 2: Extract data from forms with Form Recognizer

Learning Path 10: Implement knowledge mining with Azure Cognitive Search

  • Module 1: Create an Azure Cognitive Search solution

  • Module 2: Create a custom skill for Azure Cognitive Search

  • Module 3: Create a knowledge store with Azure Cognitive Search

  • Module 4: Enrich a search index using Language Studio

  • Module 5: Implement advanced search features in Azure Cognitive Search

  • Module 6: Build an Azure Machine Learning custom skill for Azure Cognitive Search

  • Module 7: Search data outside the Azure platform in Azure Cognitive Search using Azure Data Factory

  • Module 8: Maintain an Azure Cognitive Search solution


Prerequisites

Before attending this course, students must have:

  • Knowledge of Microsoft Azure and ability to navigate the Azure portal

  • Knowledge of either C# or Python

  • Familiarity with JSON and REST programming semantics

To gain C# or Python skills, complete the free Take your first steps with C# or Take your first steps with Python learning path before attending the course.

If you are new to artificial intelligence, and want an overview of AI capabilities on Azure, consider completing the Azure AI Fundamentals training before taking this one.


Terms & Conditions

The supply of this course by Lumify Work is governed by the booking terms and conditions. Please read the terms and conditions carefully before enrolling in this course, as enrolment in the course is conditional on acceptance of these terms and conditions.


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