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
This course includes
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...
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
What You'll Learn
A working knowledge of the models in Microsoft Azure Cognitive Services
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Course Content
Overview of the Course
Refresher to FastAPI - Python Web Framework
Introduction to Cloud and Microsoft Azure
Azure Vision Cognitive Services: Computer Vision
Azure Vision Cognitive Services: Custom Vision
Azure Vision Cognitive Services: Face API
6 Lessons
Azure Language Cognitive Services: LUIS
7 Lessons
Azure Language Cognitive Services: QnA Maker
6 Lessons
Azure Language Cognitive Services: Text Analytics
9 Lessons
Azure Language Cognitive Services: Translator
7 Lessons
Azure Decision Cognitive Services: Anomaly Detection
6 Lessons
Azure Decision Cognitive Services: Content Moderator
4 Lessons
Azure Decision Cognitive Services: Personalizer
4 Lessons
Azure Speech Cognitive Services
5 Lessons
Azure Bing Search Services
8 Lessons
Conclusion
2 Lessons
Appendix
4 Lessons
Course Author
Trusted by 1.4 million developers working at companies
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Souvik Kundu
Front-end Developer
Eric Downs
Musician/Entrepeneur
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
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