Designing and Implementing an Azure AI Solution (AI-102)

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4 dagen
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€ 2300,-
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An Azure AI engineer works with Data Engineers and Data Scientists to analyze requirements for AI cloud-based and hybrid AI solutions and implements solutions. They are aware of the various components that make up the Microsoft Azure AI portfolio and related open source frameworks and technologies. The engineer leverages their knowledge to recommend appropriate tools and technologies for a given solution. The engineer is aware of the available data storage options and uses their understanding of cost models, capacity, and best practices to architect and implement AI solutions.

Doel

AI-102 Designing and Implementing an Azure AI Solution is intended for software developers wanting to build AI infused applications that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. The course will use C#, Python, or JavaScript as the programming language.

Doelgroep

Software engineers concerned with building, managing and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. They are familiar with C#, Python, or JavaScript and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and conversational AI solutions on Azure.

Voorkennis

Before attending this course, students must have:

Knowledge of Microsoft Azure and ability to navigate the Azure portal

Knowledge of either C#, Python, or JavaScript

Rokus Janssen

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Onderwerpen

Module 1: Create and Manage Azure Cognitive Services
- Create and Manage Cognitive Service Accounts
- Secure Cognitive Services
- Deploy and Consume Cognitive Services Containers
- Lab : Create Azure Cognitive Service Resources
- Lab : Secure Azure Cognitive Services
- Lab : Containerize Azure Cognitive Services
Module 2: Implement Computer Vision Solutions
- Identify Faces and Expressions by using the Computer Vision API
- Process Images with the Computer Vision Service
- Evaluate Requirements for Implementing the Custom Vision APIs
- Classify Images with the Microsoft CUstomg Vision Service
- Extract Insights from Videos with the Video Indexer Service
- Lab : Detect Faces
- Lab : Extract Insights from Videos with Video Indexer
Module 3: Implement Language Analysis Solutions
- Add Basic Conversational Intelligence to your App by using Language Understanding
- Manage you Language Understanding Service
- Use Containers for your Language Understanding Service
- Discover Sentiment in Text with the Text Analytics API
- Recognize Entities in Text with the Text Analytics API
- Extract Key Phrases from Text with the Text Analytics API
- Detect Language with the Text Analytics API
- Lab : Implement the Language Understanding Service
- Lab : Manage Your Language Understanding Service
- Lab : Containerize Language Understanding
- Lab : Perform Sentiment Analysis
- Lab : Perform Entity Recognition
- Lab : Perform Key Phrase Extraction
- Lab : Perform Language Detection

Module 4: Implement Knowledge Mining Solutions
- Create an Azure Cognitive Search Solution
- Create an Enrichment Pipeline with Azure Cognitive Search
- Create a Knowledge Store with Azure Cognitive Search
- Lab : Create an Azure Cognitive Search Solution
- Lab : Create an Enrichment Pipeline
- Lab : Create a Knowledge Store
Module 5: Implement Conversational AI Solutions
- Build a Chat Bot in the Azure Portal
- Design a Bot Conversation Flow
- Create a Bot with the Bot Framework Composer
- Lab : Create a Bot with the Azure Portal
- Lab : Create a Bot with the Bot Framework Composer

Planning & Prijs

* *Een cursus met start gegarandeerd.
*Een cursus met valt onder de actie Summer Academy.

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