Intermediate
105 Lessons
15h 15min
Certificate of Completion
Takeaway Skills
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
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...
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
Capstone Project 1: Building a Face Mask Classifier
Project
Azure Vision Cognitive Services: Assessment
Assessment
Azure Language Cognitive Services: LUIS
7 Lessons
Capstone Project 2: Building a Weather Application Using LUIS
Project
Azure Language Cognitive Services: QnA Maker
6 Lessons
Capstone Project 3: Building a Chatbot Using Azure QnA Maker
Project
Azure Language Cognitive Services: Text Analytics
9 Lessons
Azure Language Cognitive Services: Translator
7 Lessons
Azure Language Cognitive Services: Assessment
Assessment
Azure Decision Cognitive Services: Anomaly Detection
6 Lessons
Azure Decision Cognitive Services: Content Moderator
4 Lessons
Azure Decision Cognitive Services: Personalizer
4 Lessons
Azure Decision Cognitive Services: Assessment
Assessment
Azure Speech Cognitive Services
5 Lessons
Azure Bing Search Services
8 Lessons
Azure Speech and Bing Search Services: Assessment
Assessment
Conclusion
2 Lessons
Appendix
4 Lessons
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