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 has been delivering effective training across all Microsoft products for over 30 years. We are proud to be both Australia's and New Zealand’s first Microsoft Gold Learning Solutions Partner and the winner of the Microsoft MCT Superstars Award for FY24, which formally recognises us as having the highest quality Microsoft Certified Trainers (MCTs) in ANZ. All Lumify Work Microsoft Azure courses follow Microsoft Official Curriculum (MOC) and are led by MCTs.
Who is the course for?
Software engineers concerned with building, managing and deploying AI solutions that leverage Azure AI Services, Azure AI Search, and Azure OpenAI. They are familiar with C# or Python and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and generative AI 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
Create computer vision solutions with Azure AI Vision
Analyse images
Image classification with custom Azure AI Vision models
Detect, analyse, and recognise faces
Read Text in images and documents with the Azure AI Vision Service
Analyse video
Develop natural language processing solutions with Azure AI Services
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
Implement knowledge mining with Azure AI Search
Create an Azure AI Search solution
Create a custom skill for Azure AI Search
Create a knowledge store with Azure AI Search
Enrich your data with Azure AI Language
Implement advanced search features in Azure AI Search
Build an Azure Machine Learning custom skill for Azure AI Search
Search data outside the Azure platform in Azure AI Search using Azure Data Factory
Maintain an Azure AI Search solution
Perform search re-ranking with semantic ranking in Azure AI Search
Perform vector search and retrieval in Azure AI Search
Develop solutions with Azure AI Document Intelligence
Plan an Azure AI Document Intelligence solution
Use prebuilt Azure AI Document Intelligence models
Extract data from forms with Azure Document Intelligence
Create a composed Document intelligence model
Build a Document intelligence custom skill for Azure AI search
Develop Generative AI solutions with Azure OpenAI Service
Get started with Azure OpenAI Service
Build natural language solutions with Azure OpenAI Service
Apply prompt engineering with Azure OpenAI Service
Generate code with Azure OpenAI Service
Generate images with Azure OpenAI Service
Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service
Fundamentals of Responsible Generative AI
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.
FREE E-BOOK: The New Era of Cloud Computing
We've created this e-book to assist you on your cloud journey, from defining the optimal cloud infrastructure and choosing a cloud platform, to security in the cloud and the core challenges in moving to the cloud.
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.