AI-3008: Extract Insights from Visual Data on Azure

Course Description

This SkillDynamo course develops practical, role-relevant capability in building Azure visual-AI solutions for multimodal chat, image and document analysis, generation, content understanding, responsible use, and operational evaluation. The learning path progresses from essential concepts and planning to implementation, validation, troubleshooting, and operational use.

Learners work through realistic scenarios, guided demonstrations, applied exercises, and evidence-based reviews. Every topic is connected to workplace responsibilities, common risks, quality controls, and measurable outcomes.

The course helps professionals make informed decisions, identify failure points, communicate results, and create an actionable improvement plan for future projects.

What You Will Learn

• Explain vision-enabled generative models, multimodal inputs, image formats, model limits, context, tokens, and application patterns
• Create prompts that guide visual description, comparison, extraction, classification, reasoning, and structured responses
• Analyze images and documents for objects, text, tables, layout, attributes, relationships, anomalies, and business information
• Use Azure services and APIs for OCR, document understanding, image analysis, video-related workflows, and result validation
• Generate or transform visual content with controlled instructions, references, quality criteria, and approved business use cases
• Integrate visual AI into chat, search, workflow, content, service, and automation solutions
• Evaluate accuracy, grounding, bias, harmful content, privacy, accessibility, latency, cost, and failure behavior
• Apply identities, networking, content filters, logging, human review, monitoring, incident handling, and improvement controls

SkillDynamo Training Approach

SkillDynamo delivers this course through demonstrations, hands-on exercises, scenario analysis, validation checklists, structured troubleshooting, solution reviews, and a final improvement plan. Learners repeatedly practice planning, implementation, evidence collection, testing, correction, and communication so the skills transfer confidently into real workplace situations.