Mastering Artificial Intelligence with Azure Cognitive Services

4 Assessments
3 Projects
105 Lessons
14 Quizzes
108 Playgrounds
218 Illustrations

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

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 ...

How You'll Learn

Hands-on coding environments

You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.

Faster than videos

Videos are holding you back. The average video tutorial is spoken at 150 words per minute, while you can read at 250. That‘s why our courses are text-based.

No set-up required

Start learning immediately instead of fiddling with SDKs and IDEs. It‘s all on the cloud.

Progress you can show

Built in assessments let you test your skills. Completion certificates let you show them off.

Hands-on coding environments

You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.

Faster than videos

Videos are holding you back. The average video tutorial is spoken at 150 words per minute, while you can read at 250. That‘s why our courses are text-based.

No set-up required

Start learning immediately instead of fiddling with SDKs and IDEs. It‘s all on the cloud.

Progress you can show

Built in assessments let you test your skills. Completion certificates let you show them off.

Course Contents

1. Overview of the Course
2. Refresher to FastAPI - Python Web Framework
3. Introduction to Cloud and Microsoft Azure
4. Azure Vision Cognitive Services: Computer Vision
5. Azure Vision Cognitive Services: Custom Vision
6. Azure Vision Cognitive Services: Face API

Mini Project

Capstone Project 1: Building a Face Mask Classifier

Course Assessment

Azure Vision Cognitive Services: Assessment
9. Azure Language Cognitive Services: LUIS

Mini Project

Capstone Project 2: Building a Weather Application Using LUIS
11. Azure Language Cognitive Services: QnA Maker

Mini Project

Capstone Project 3: Building a Chatbot Using Azure QnA Maker
13. Azure Language Cognitive Services: Text Analytics
14. Azure Language Cognitive Services: Translator

Course Assessment

Azure Language Cognitive Services: Assessment
16. Azure Decision Cognitive Services: Anomaly Detection
17. Azure Decision Cognitive Services: Content Moderator
18. Azure Decision Cognitive Services: Personalizer

Course Assessment

Azure Decision Cognitive Services: Assessment
20. Azure Speech Cognitive Services
21. Azure Bing Search Services

Course Assessment

Azure Speech and Bing Search Services: Assessment
23. Conclusion
24. Appendix

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COURSE BY:

Harsh Jain

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