Tag AI102_note

AI-102: Develop Generative AI solutions with Azure OpenAI Service

azure

Get started with Azure OpenAI Service – Create an Azure OpenAI Service UPDATE 2024-SEP: Pay As You Go ใช้งานส่วนนี้ได้แล้วครับ Azure OpenAI Studio – เอาไว้สร้าง Deployment จะได้ End Point ให้ Client ใช้ types of generative AI models Deploy Model Use prompts…

AI-102: Implement knowledge mining with Azure AI Search

azure

Create an Azure AI Search solution – Manage capacity Service tiers and capacity management S1-S3 เพิ่ม indexes + storageS3HD, which is optimized for fast read performance on smaller numbers of indexes. Replicas and partitions – Azure AI Search components -…

AI-102: Develop natural language processing solutions with Azure AI Services

azure

Analyze text with Azure AI Language การใช้งานเหมือนปกติเลย สร้าง Resource ตามงาน > สร้าง Endpoint + Key เพื่อใช้ – Detect language เป็น REST โดยมีข้อกำหนด JSON response Ref: Detect language – Training | Microsoft Learn – Extract key phrases input – Analyze sentiment…

AI-102: Create computer vision solutions with Azure AI Vision

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Analyze images Azure AI Vision Sample Code Possible Feature (Result) Code Description VisualFeatures.Tags: VisualFeatures.Objects: VisualFeatures.Caption VisualFeatures.DenseCaptions: Generates more detailed captions for the objects detected VisualFeatures.People VisualFeatures.SmartCrops VisualFeatures.Read Exercise – Analyze images with Azure AI Vision mslearn-ai-vision (microsoftlearning.github.io) จาก Exercise บางตัวอย่าง…

AI-102: Get started with Azure AI Services

azure

Prepare to develop AI solutions on Azure – Define artificial intelligence – Understand AI-related terms AI Engineers responsible AI: Fairness / Reliability and safety / Privacy and security / Inclusiveness / Transparency / Accountability Product Azure Machine Learning (Data scientists…