Build and modernize AI Apps on Azure
Duration : 16 Hours
Overview
Learn to leverage the power of Microsoft App, Data and AI solutions to modernize and build intelligent apps focusing on internal business critical applications and external customer facing applications.
Modules
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Introduction to AI Apps
In this module, you will learn about the Azure AI Services, Responsible AI, Well-Architected Framework, DevOps and Security
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DevOps with GitHub
In this module, you will learn on how to Plan Deliver, Test, Operate and Secure
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Building and deploying apps on Azure
In this Module, you will learn about Azure App Service, Azure Kubernetes Service (AKS) and Azure Functions
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Azure Data Services
In this Module, you will learn about Azure SQL Database and Azure Database for PostgreSQL
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Globally distributed databases
In this Module, you will learn about Introduction to Azure Cosmos DB, Choosing the appropriate API, Data Modeling and Partitioning
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Azure AI Services
IIn this Module you will Learn about Azure AI Services and Use cases, Speech services, Language services, Vision, Decision: Anomaly Detector, and Decision: Content Safety.
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Azure OpenAI Service
In this Module, you will learn the Key concepts and models, Prompt Engineering, Embeddings and filtering, Codex and code generation.
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Well-Architected Framework
In this Module, you will learn about Reliability, Security, Cost optimization, Operational Excellence and Performance Efficiency
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Security
In this Module, you will learn about Azure Key Vault, Authentication and authorization with Azure AD (Entra ID)
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Post-training Skills Assessment
Take this assessment to validate your skills gathered from the self-paced online learning completed in this course to mark your completion.
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Course Completion Survey
Share your feedback with us regarding your experience!
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Intermediate
-
Self paced
Style -
Technical Project Ready
Target
Audience -
No
Certification Course -
No
Hands on
Labs
Solution Areas
Azure Data & AI, Build and Modernize AI Apps