Microsoft Certified Azure AI Engineer Associate (AI102) - Qualification
Telephone: 01792 284400 Email: training@gcs.ac.uk
Overview
This qualification is intended for software developers wanting to build AI infused applications that leverage Microsoft Azure AI Services, Azure AI Search, and Azure OpenAI. The course will use C# or Python as the programming language.
Learners will be provided with the means and post delivery support to undertake the Microsoft AI102 exam and achieve AI102 certified status.
Key information
Candidates should already be in a software engineering role using C# or Python on a daily basis, and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search and generative AI solutions on Azure.
Learning path 1: 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
Learning path 2: Create computer vision solutions with Azure AI Vision
- Analyse images
- Image classification with customer Azure AI Vision models
- Detect, analyse, and recognise faces
- Read Text in images and documents with the Azure AI Vision Service
- Analyse video
Learning path 3: 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 customer 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
Learning path 4: 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 AOI 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
Learning path 5: Develop solutions with Azure AI Document Intelligence
- Plan an Azure AI Document Intelligence solution
- Use prebuilt 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
Learning path 6: 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
Microsoft Certified Learning Pathways related to Azure AI and Data.
The qualification will be delivered by Gower College Swansea partners, Stable, who are leaders in Microsoft Certified Education.