Artificial Intelligence and Machine Learning Courses

Microsoft AI-102T00 - Develop AI Solutions in Azure

  • Length 5 days
  • Price  $4345 inc GST
Course overview
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Why study this course

This five-day course is intended for software developers wanting to build AI infused applications that leverage Azure AI Foundry and other Azure AI services. Topics in this course include developing generative AI apps, building AI agents, and solutions that implement computer vision and information extraction. The course will use C# or Python as the programming language.

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What you’ll learn

After completing this course, students will be able to:

  • Plan and manage an Azure AI solution

  • Implement generative AI solutions

  • Implement an agentic solution

  • Implement computer vision solutions

  • Implement natural language processing solutions

  • Implement knowledge mining and information extraction solutions


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Microsoft Azure at Lumify Work

As part of Lumify Group, Lumify Work has skilled more people in Microsoft technologies than any other organisation in Australia and New Zealand. We have a campus in the Philippines, too. We offer the broadest range of instructor-led training courses, from end user to architect level.  We are proud to be the winner of the Microsoft MCT Superstars Award for FY24, which formally recognises us as having the highest quality Microsoft Certified Trainers in ANZ. 


Who is the course for?

Software engineers concerned with building, managing and deploying AI solutions that leverage Azure AI Foundry and other Azure AI services. They are familiar with C# or Python and have knowledge on using REST-based APIs and SDKs to build generative AI, computer vision, language analysis, and information extraction solutions on Azure.


Course subjects

Get started with Azure AI Services

  • Prepare to develop AI solutions on Azure

  • Create and consume Azure AI services

  • Secure Azure AI services

  • Monitor Azure AI services

  • Deploy Azure AI services in containers

  • Use AI responsibly with Azure AI Foundry Content Safety

Develop generative AI apps in Azure

  • Plan and prepare to develop AI solutions on Azure

  • Choose and deploy models from the model catalog in Azure AI Foundry portal

  • Develop an AI app with the Azure AI Foundry SDK

  • Get started with prompt flow to develop language model apps in the Azure AI Foundry

  • Develop a RAG-based solution with your own data using Azure AI Foundry

  • Fine-tune a language model with Azure AI Foundry

  • Implement a responsible generative AI solution in Azure AI Foundry

  • Evaluate generative AI performance in Azure AI Foundry portal

Develop AI agents on Azure

  • Get started with AI agent development on Azure

  • Develop an AI agent with Azure AI Foundry Agent Service

  • Integrate custom tools into your agent

  • Develop an AI agent with Semantic Kernel

  • Orchestrate a multi-agent solution using Semantic Kernel

Develop natural language solutions in Azure

  • Analyse text with Azure AI Language

  • Create question answering solutions with Azure AI Language

  • Build a conversational language understanding model

  • Create a custom text classification solution

  • Custom named entity recognition

  • Translate text with Azure AI Translator service

  • Create speech-enabled apps with Azure AI services

  • Translate speech with the Azure AI Speech service

  • Develop an audio-enabled generative AI application

Develop computer vision solutions in Azure

  • Analyse images

  • Read text in images

  • Detect, analyse, and recognize faces

  • Classify images

  • Detect objects in images

  • Analyse video

  • Develop a vision-enabled generative AI application

  • Generate images with AI

Develop AI information extraction solutions in Azure

  • Create a multimodal analysis solution with Azure AI Content Understanding

  • Create an Azure AI Content Understanding client application

  • Use prebuilt Document intelligence models

  • Extract data from forms with Azure Document intelligence

  • Create a knowledge mining solution with Azure AI Search


Prerequisites

Before attending this course, students must have:

  • Knowledge of Microsoft Azure and ability to navigate the Azure portal. If you are new to Azure and cloud computing, consider taking our AZ-900: Azure Fundamentals course.

  • Familiarity with JSON and REST programming semantics.

  • Experience programming with Python. If you have no previous programming experience, we recommend you complete our Introduction to Programming with Python course.

If you are new to artificial intelligence, and want an overview of AI capabilities on Azure, consider completing the AI-900: Azure AI Fundamentals training before taking this one.


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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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