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Azure AI Services Essential Training (2023)

Azure AI Services Essential Training (2023)

2h 11mBeginner2023-08-30

Authors

Sahil Malik

Sahil Malik

Trainer, Microsoft and iOS Consultant, and Founder of Winsmarts.com

Course details

If you’re a developer looking to enhance the functionality of your apps, you may want to check out Azure Cognitive Services, which you can apply to almost any platform. Azure Cognitive Services gives you the power to build apps that can see, hear, speak, understand, and make decisions using natural methods of human communication.

In this course, instructor Sahil Malik gives you an overview of the basic cognitive services available in Azure: vision, speech, language, and decision-making. Discover the capabilities of each service as you go, with tips on how to operationalize a wide variety of services such as image analysis, facial recognition, speech to text, translation, sentiment analysis, question answering, conversational language understanding, anomaly detector, content moderator, personalizer, and more. By the end of this course, you’ll also be apprised of cutting-edge approaches to leveraging Azure OpenAI to implement a simple chatbot against a complex topic.

Skills covered

AzureNetwork AdministrationCloud PlatformsEssential TrainingNetwork and System AdministrationCloud ComputingMicrosoft

Concepts

0. Introduction

  • 01 - Be an Azure Cognitive Services MVP
  • 02 - What you should know

1. Getting Started with Azure Cognitive Services

  • 03 - What are Azure Cognitive Services
  • 04 - Vision
  • 05 - Speech
  • 06 - Language
  • 07 - Open AI

2. Azure Cognitive Services - Vision

  • 08 - Cognitive Services for Vision
  • 09 - Custom Vision services
  • 10 - Implement image analysis

3. Azure Cognitive Services - Speech

  • 11 - Cognitive Services for speech
  • 12 - Speech to text
  • 13 - Text to speech
  • 14 - Speech translation
  • 15 - Speaker recognition
  • 16 - Implement speech to text

4. Azure Cognitive Services - Language

  • 17 - Cognitive services for language
  • 18 - Entity recognition
  • 19 - Sentiment analysis
  • 20 - Question answering
  • 21 - Conversational language understanding
  • 22 - Translator
  • 23 - Implement sentiment analysis

5. Azure Cognitive Services - Decision

  • 24 - Cognitive services for decision
  • 25 - Anomaly detector
  • 26 - Content moderator
  • 27 - Personalizer
  • 28 - Implement text moderation

6. Azure Open AI Service

  • 29 - In this video, get an overview of Azure OpenAI service
  • 30 - Implement a learning chatbot

Conclusion

  • 31 - Conclusion

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