Designing and Implementing a Microsoft Azure AI Solution

„AI-102 Designing and Implementing an Azure AI Solution“ ist für Softwareentwickler*innen gedacht, die KI-basierte Anwendungen entwickeln möchten, die Azure Cognitive Services, Azure Cognitive Search und Microsoft Bot Framework nutzen.
In diesem Training wird C# oder Python als Programmiersprache verwendet.

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 Content Safety

Develop generative AI apps ina azure AI Foundry

• 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 thhe 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 Generative AI solutions with Azure OpenAI Service

• Develop applications with Azure OpenAI Service
• Implement Retrival Augmented Generation (RAG) with Azure OpenAI Service
• Generate images with AI

Develop AI agents on Azure

• Get started with AI agent development on Azure
• Develop an AI agent with Azure AI Agent Service
• Integrate custom tools into your agent
• Develop an AI agent with Semantik Kernel
• Orchestrate a multi-agent solution using Semantic Kernel

Develop natural language processing solutions with Azure AI Services

• Aalyze 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

Create computer vision solutions in Azure

• Analyze images
• Read text in images and documents with the Azure AI Vision Service
• Detect, analyze, and recognize faces
• Classify images
• Detect objects in images
• Analyze video
• Develop a vision-enabled generative AI application
• Generate images with AI

Implement knowledge mining with Azure AI Search

• Create an Azure AI Search solution
• Creeate a custom skill for Azure AI Search
• Create a knowledge store with Azure AI Search
• Implement advanced search features in 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 reranking with semantic ranking in Azure AI Search
• Perform vector search and retrival in Azure AI Search

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

 

Softwareentwickler*innen, die am Kompilieren, Verwalten und Bereitstellen von KI-Lösungen interessiert sind, die Azure Cognitive Services, Azure Cognitive Search und Microsoft Bot Framework nutzen.
Sie sind mit C# oder Python vertraut und verfügen über Kenntnisse in der Verwendung von REST-basierten APIs zum Kompilieren von maschinellem Sehen, Sprachanalyse, Wissensbeschaffung, intelligenter Suche und Konversations-KI-Lösungen in Azure.

• Kenntnisse über Microsoft Azure und die Fähigkeit zum Navigieren im Azure-Portal
• Kenntnisse über C# oder Python
• Erfahrung mit JSON- und REST-Programmiersemantik