Introduction to Azure Cognitive Services - Cloud

Overview

Explore Azure Cognitive Services APIs for developing intelligent applications. Learn about various categories, including Computer Vision, Speech, Language, and Search, with practical demos and use cases.

Syllabus

• Introduction to Azure Cognitive Services
Overview of Azure AI and Cognitive Services
Benefits and use cases of Cognitive Services
• Getting Started with Azure
Creating an Azure account
Navigating the Azure Portal
Setting up Cognitive Services in Azure
• Computer Vision
Image Analysis API
Face API
Custom Vision Service
Practical demos: Building an image classification model
• Speech Services
Speech Recognition API
Text-to-Speech and Speech Translation
Speaker Recognition
Practical demos: Integrating speech service to an application
• Language Services
Natural Language Processing (Text Analytics)
Translator Service
QnA Maker and Conversational AI
Practical demos: Creating a virtual assistant
• Search Services
Bing Search API
Custom Search API
Image and Video Search
Practical demos: Implementing custom search in a web app
• Practical Use Cases and Integration
Combining services for complex applications
Best practices for deploying scalable solutions
Ethics and considerations in using AI services
• Conclusion and Next Steps
Recap of key concepts
Resources for further learning
Azure certification paths and career opportunities in AI

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Subjects

Conference Talks