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.

Aligns to certification

Microsoft Certified: Azure AI Engineer Associate

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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

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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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