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Mastering Artificial Intelligence with Azure Cognitive Services

Gain insights into Azure Cognitive Services to deliver intelligent cloud apps. Learn about FastAPI for RESTful APIs and prepare for the Microsoft AI-102 certification exam.

Intermediate

105 Lessons

15h 15min

Certificate of Completion

Gain insights into Azure Cognitive Services to deliver intelligent cloud apps. Learn about FastAPI for RESTful APIs and prepare for the Microsoft AI-102 certification exam.
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This course includes

3 Projects
4 Assessments
108 Playgrounds
14 Quizzes
Course Overview
What You'll Learn
Course Content

Course Overview

Microsoft Azure is more than cloud hosting. With a set of predefined artificial intelligence models available for companies of all sizes, Cognitive Services offers a toolkit to quickly scale AI/ML development with little to no knowledge of data science. In this course, you’ll develop the core skills necessary to deliver intelligent, cloud-based applications and services with a thorough overview of Azure Cognitive Services. First, you’ll review FastAPI, a framework for developing RESTful APIs with Python. N...Show More
Microsoft Azure is more than cloud hosting. With a set of predefined artificial intelligence models available for companies of a...Show More

What You'll Learn

A working knowledge of the models in Microsoft Azure Cognitive Services
A familiarity with the FastAPI Python web framework as it relates to implementing Azure AI models
The ability to deploy image-intelligent applications using Vision Cognitive Service
The ability to deploy language-intelligent applications using Language Cognitive Service
The ability to deploy speech-intelligent applications using Speech Cognitive Service
The ability to deploy decision-intelligent applications using Decision Cognitive Service
The understanding and confidence to take the Microsoft certification Exam AI-102: Designing and Implementing an Azure AI Solution
A working knowledge of the models in Microsoft Azure Cognitive Services

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Course Content

1.

Overview of the Course

1 Lessons

Get familiar with developing AI solutions using Azure services, FastAPI, and capstone projects.

3.

Introduction to Cloud and Microsoft Azure

4 Lessons

Explore cloud computing, Microsoft Azure's platform, and integration of Azure Cognitive Services for AI-enabled applications.

6.

Azure Vision Cognitive Services: Face API

6 Lessons

Tackle facial recognition using Azure Face API for detection, verification, and similarity analysis.

13.

Azure Language Cognitive Services: Text Analytics

9 Lessons

Unpack the core of Azure Text Analytics, including sentiment analysis, key phrase extraction, language detection, and NER.

17.

Azure Decision Cognitive Services: Content Moderator

4 Lessons

Take a closer look at Azure Content Moderator's services for analyzing text, images, and videos.

18.

Azure Decision Cognitive Services: Personalizer

4 Lessons

Implement Azure Personalizer to optimize content recommendations using reinforcement learning and user feedback.

20.

Azure Speech Cognitive Services

5 Lessons

Build on using Azure Speech Service for text and audio translation and conversion.

23.

Conclusion

2 Lessons

Discover the logic behind implementing Azure Cognitive Services and exploring advanced AI avenues.

24.

Appendix

4 Lessons

Break apart essential steps to set up Azure accounts, install FastAPI, and Azure SDKs.

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