AI-102 Designing and Implementing a Microsoft Azure AI Solution
Azure AI: Kognitiiviset palvelut ja Botit haltuun
Tällä kolmipäiväisellä kurssilla perehdytään Azuren Cognitivice Services ja Microsoft Bot Framework -palveluihin. Kurssi on suunniteltu sovelluskehittäjille, joilla on tavoitteena parantaa AI-ratkaisuilla omia sovelluksiaan.
Kurssilla voi valita tekeekö harjoitukset C#:lla vai Pythonilla.
Microsoftin kurssikuvaus.
Kurssi valmentaa Microsoftin sertifiointiin: Azure AI Engineer Associate
Sertifiointitestin kuvaus https://docs.microsoft.com/en-us/learn/certifications/exams/ai-102
HUOM! AI-102 korvasi vanhan AI-100 Designing and Implementing an Azure AI Solution -kurssin.
Jos Azuren Machine Learning -ratkaisut kiinnostavat, suosittelemme kurssia: DP-100 Designing and Implementing a Data Science solution on Azure
Kurssin sisältö
Module 1: Introduction to AI on Azure
- Introduction to Artificial Intelligence
- Artificial Intelligence in Azure
Module 2: Developing AI Apps with Cognitive Services
- Getting Started with Cognitive Services
- Using Cognitive Services for Enterprise Applications
Module 3: Getting Started with Natural Language Processing
- Analyzing Text
- Translating Text
Module 4: Building Speech-Enabled Applications
- Speech Recognition and Synthesis
- Speech Translation
Module 5: Creating Language Understanding Solutions
- Creating a Language Understanding App
- Publishing and Using a Language Understanding App
- Using Language Understanding with Speech
Module 6: Building a QnA Solution
- Creating a QnA Knowledge Base
- Publishing and Using a QnA Knowledge Base
Module 7: Conversational AI and the Azure Bot Service
- Bot Basics
- Implementing a Conversational Bot
- Bot Framework SDK
- Bot Framework Composer
Module 8: Getting Started with Computer Vision
- Analyzing Images
- Analyzing Videos
Module 9: Developing Custom Vision Solutions
- Image Classification
- Object Detection
Module 10: Detecting, Analyzing, and Recognizing Faces
- Detecting Faces with the Computer Vision Service
- Using the Face Service
Module 11: Reading Text in Images and Documents
- Reading text with the Computer Vision Service
- Extracting Information from Forms with the Form Recognizer service
Module 12: Creating a Knowledge Mining Solution
- Implementing an Intelligent Search Solution
- Developing Custom Skills for an Enrichment Pipeline
- Creating a Knowledge Store
Avainsanat: AI, Azure, bot, cognitive services
