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Designing and Implementing a Microsoft Azure AI Solution

12 Monate
Hersteller-ID:
AI-102T00
Examen-ID:
AI-102
Trainings-ID:
AI-102T00

Wichtige Information

Dieses Training behandelt prüfungsrelevante Themen zum Examen AI-102 Designing and Implementing a Microsoft Azure AI Solution

Inhalt des Trainings

„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.

Zielgruppen

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.

Vorkenntnisse

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

Detail-Inhalte

Prepare to develop AI solutions on Azure
  • Define artificial intelligence
  • Understand AI-related terms
  • Understand considerations for AI Engineers
  • Understand considerations for responsible AI
  • Understand capabilities of Azure Machine Learning
  • Understand capabilities of Azure AI Services
  • Understand capabilities of the Azure Bot Service
  • Understand capabilities of Azure Cognitive Search
Create and consume Azure AI Services
  • Provision an Azure AI Services resource
  • Identify endpoints and keys
  • Use a REST API
  • Use an SDK
Secure Azure AI Services
  • Consider authentication
  • Implement network security
Monitor Azure AI Services
  • Monitor cost
  • Create alerts
  • View metrics
  • Manage diagnostic logging
Deploy Azure AI services in containers
  • Understand containers
  • Use Azure AI Services containers
Extract insights from text with the Azure AI Language service
  • Provision an Azure AI Language resource
  • Detect language
  • Extract key phrases
  • Analyze sentiment
  • Extract entities
  • Extract linked entities
Translate text with the Azure AI Translator service
  • Introduction
  • Provision an Azure AI Translator resource
  • Understand language detection, translation, and transliteration
  • Specify translation options
  • Define custom translations
Create speech-enabled apps with the Azure AI Speech service
  • Provision an Azure resource for speech
  • Use the Azure AI Speech to text API
  • Use the text to speech API
  • Configure audio format and voices
  • Use Speech Synthesis Markup Language
Translate speech with the Azure AI Speech service
  • Provision an Azure resource for speech translation
  • Translate speech to text
  • Synthesize translations
Build an Azure AI Language Understanding model
  • Introduction
  • Understand resources for building an Azure AI Language understanding model
  • Define intents, utterances, and entities
  • Use patterns to differentiate similar utterances
  • Use pre-built entity components
  • Train, test, publish, and review an Azure AI Language Understanding model
Publish and use an Azure AI Language Understanding app
  • Understand capabilities of the Azure AI Language service
  • Process predictions
  • Use a container
Build a question answering solution
  • Understand question answering
  • Compare question answering to Azure AI Language understanding
  • Create a knowledge base
  • Implement multi-turn conversation
  • Test and publish a knowledge base
  • Use a knowledge base
  • Improve question answering performance
  • Create a question answering bot
Create a bot with the Bot Framework SDK
  • Introduce principles of bot design
  • Get started with the Bot Framework SDK
  • Implement activity handlers and dialogs
  • Deploy a bot
Create a Bot with the Bot Framework Composer
  • Understand ways to build a bot
  • Get started with the Bot Framework Composer
  • Understand dialogs
  • Understand adaptive flow
  • Design the user experience
Analyze images
  • Provision an Azure AI Vision resource
  • Analyze an image
  • Generate a smart-cropped thumbnail
Analyze video
  • Understand Azure Video Indexer capabilities
  • Extract custom insights
  • Use Video Analyzer widgets and APIs
Classify images
  • Provision Azure resources for Azure AI Custom Vision
  • Understand image classification
  • Train an image classifier
Detect objects in images
  • Understand object detection
  • Train an object detector
  • Consider options for labeling images
Detect, analyze, and recognize faces
  • Identify options for face detection analysis and identification
  • Understand considerations for face analysis
  • Detect faces with the Azure AI Vision service
  • Understand capabilities of the face service
  • Compare and match detected faces
  • Implement facial recognition
Read Text in Images and Documents with the Azure AI Vision Service
  • Explore Azure AI Vision options for reading text
  • Use the Read API
Extract data from forms with Azure Document Intelligence
  • What is Azure Document Intelligence?
  • Get started with Azure Document Intelligence
  • Understand prebuilt models
  • Train custom models
  • Use Azure Document Intelligence models
Create an Azure Cognitive Search solution
  • Azure resources
  • Search components
  • Understand the indexing process
  • Search an index
  • Apply filtering and sorting
  • Enhance the index
Create a custom skill for Azure Cognitive Search
  • Create a custom skill
  • Add a custom skill to a skillset
Create a knowledge store with Azure Cognitive Search
  • Define projections
  • Define a knowledge store

Trainings zur Vorbereitung

Downloads

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  • 10.06.-13.06.2024 10.06.2024 4 Tage 4T Wien Online
    ETC-Wien · Modecenterstraße 22, Office 4, 5. Stock, 1030 Wien Uhrzeiten
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  • 26.08.-29.08.2024 26.08.2024 4 Tage 4T Wien Online
    ETC-Wien · Modecenterstraße 22, Office 4, 5. Stock, 1030 Wien Uhrzeiten
    • Listenpreis inkl. Prüfung  3.085,-
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  • 18.11.-21.11.2024 18.11.2024 4 Tage 4T Wien Online
    ETC-Wien · Modecenterstraße 22, Office 4, 5. Stock, 1030 Wien Uhrzeiten
    • Listenpreis inkl. Prüfung  3.085,-
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    • Preis  2.920,-
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  • 07.01.2023

    Ein toller, engagierter und enthusiastischer Trainer ... da nimmt man den Inhalt echt gut auf.

    — Bernd S.

    Designing and Implementing a Microsoft Azure AI Solution

    07.01.2023

    Ein toller, engagierter und enthusiastischer Trainer ... da nimmt man den Inhalt echt gut auf.

    — Bernd S.

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