AI-102 Designing and Implementing a Microsoft Azure AI Solution

Azure AI: Kognitiiviset palvelut ja Botit haltuun

Tällä 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