AI-102 Designing and Implementing a Microsoft Azure AI Solution

Designing and Implementing a Microsoft Azure AI Solution -koulutuksessa perehdytään Azuren AI, Azure OpenAI ja Azure AI Search palveluihin.

Koulutuksen sisältö päivittyi kokonaan joulukussa 2023 ja nyt mukana on myös Azure OpenAI!

Tavoite

Oppia mitä kaikkea valmiita AI-palveluita Azure pitää sisällään ja miten niitä voi hyödyntää omissa sovelluksissa.

Koulutuksen sisältö

Module 1: Introduction to AI and AI on Azure

• Introduction to AI
• AI on Azure
• Get started with Azure AI services
• Using Azure AI Services for enterprise applications

Module 2: Develop computer vision solutions with Azure AI Vision

• Analyze and manipulate images
• Create a custom vision model
• Detect and recognize faces
• Analyze video

Module 3: Develop natural language processing solutions

• Analyzing and translating text
• Build a question answering solution
• Build a conversational language understanding app
• Custom classification and named entity extraction
• Speech recognition, synthesis, and translation

Module 4: Develop Generative AI Solutions with Azure OpenAI Service

• Get started with Azure OpenAI Service
• Develop apps with Azure OpenAI Service
• Apply prompt engineering with Azure OpenAI Service
• Use your own data with Azure OpenAI Service

Module 5: Creating a Knowledge Mining Solution

• Implementing an Intelligent Search Solution
• Developing Custom Skills for an Enrichment Pipeline
• Creating a Knowledge Store

Module 6: Develop solutions with Azure AI Document Intelligence

• Use prebuilt Document Intelligence models
• Train a custom Document Intelligence model