A tanfolyamról
Has the Artificial Intelligence domain always interested you? Are you a software developer looking for the skills to build conversational AI solutions on Azure? If you're confident of your C# and Python, here's your chance to build, manage, and deploy AI solutions using Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework!
This course is designed for developers having strong fundamentals in C# and Python, who want to be well-versed in all phases of AI solutions deployment. Once certified, you will participate in all phases of AI solutions development, with a special focus on deployment.
Who Should Attend the Course
- Software developers concerned with building AI solutions via Azure
- Software developers with prior experience using Microsoft Azure AI Solutions
- IT Professionals who want to explore AI Solutions using Microsoft Azure
What You Will Learn
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Prepare to develop AI solutions on Azure
Understand core concepts and principles of AI development, and the capabilities of Azure used in AI solutions -
Monitor Cognitive Services
Integrate artificial intelligence into your applications and services -
Create and consume Cognitive Services
Learn how to create and consume AI capabilities into your applications -
Secure Cognitive Services
Help prevent data loss and privacy violations for user data that may be a part of the solution -
Deploy cognitive services in containers
Learn about Container support in Cognitive Services allowing the use of APIs available in Azure -
Extract insights from text with the Language service
Create intelligent apps and services that extract semantic information from text
We provide this course in English.
Tematika
Curriculum
1. Introduction to AI on Azure
- Introduction to Artificial Intelligence
- Artificial Intelligence in Azure
2. Developing AI Apps with Cognitive Services
- Getting Started with Cognitive Services
- Using Cognitive Services for Enterprise Applications
3. Getting Started with Natural Language Processing
- Analyzing Text
- Translating Text
4. Building Speech-Enabled Applications
- Speech Recognition and Synthesis
- Speech Translation
5. Creating Language Understanding Solutions
- Creating a Language Understanding App
- Publishing and Using a Language Understanding App
- Using Language Understanding with Speech
6. Building a QnA Solution
- Creating a QnA Knowledge Base
- Publishing and Using a QnA Knowledge Base
7. Conversational AI and the Azure Bot Service
- Bot Basics
- Implementing a Conversational Bot
8. Getting Started with Computer Vision
- Analyzing Images
- Analyzing Videos
9. Developing Custom Vision Solutions
- Image Classification
- Object Detection
10. Detecting, Analyzing, and Recognizing Faces
- Detecting Faces with the Computer Vision Service
- Using the Face Service
11. Reading Text in Images and Documents
- Reading text with the Computer Vision Service
- Extracting Information from Forms with the Form Recognizer service
12. Creating a Knowledge Mining Solution
- Implementing an Intelligent Search Solution
- Developing Custom Skills for an Enrichment Pipeline
- Creating a Knowledge Store
Kinek ajánljuk
Előfeltételek
Prerequisites
- Knowledge of Microsoft Azure
- Ability to navigate the Azure portal
- Knowledge of either C# or Python
- Familiarity with JSON and REST