Artificial Intelligence
Microsoft AI-901: Extract Forms with Content Understanding
A scanned invoice can look perfectly legible to a person while remaining almost useless to a simple software parser. The supplier name…
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Artificial Intelligence
Microsoft AI-901: Visual Prompts and Images
Two AI applications can accept the same photograph and produce outputs that look equally convincing while doing entirely different work. One describes…
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Microsoft AI-901: Speech Recognition App
People talk in unfinished sentences, change their minds and speak over background noise. A prototype that turns a clean recording into accurate…
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Microsoft AI-901: Text Analysis App
A customer-support dashboard may need to answer a simpler question than a generative chatbot: what topics are people complaining about, which products…
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Microsoft AI-901: Build and Test One Agent
A single-agent assistant can look impressive in a short demonstration. You give it a request, it chooses a tool, and it returns…
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Microsoft AI-901: Deploy a Model in Foundry
A model that answers a question in a demonstration is not yet a deployable AI application. It may be running under an…
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Amazon AWS AIP-C01: Governance, Lineage and Fairness
AI governance fails when the only retained evidence is a statement that a project follows responsible AI principles. A deployed application needs…
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Amazon AWS AIP-C01: Model Deployment and Resilience
A Foundation model can deliver excellent results in one development environment yet be unsuitable for the same workload in production. The deployment…
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Amazon AWS AIP-C01: AgentCore Gateway and Identity
An AI agent becomes operationally risky at the moment it can act outside the conversation. A model may decide that updating a…
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Amazon AWS AIP-C01: Converse APIs and Streaming
Getting a successful response from a foundation model is easy compared with building an API integration that remains correct when a customer…
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Amazon AWS AIP-C01: Prompt Versions and Flows
A prompt can be as operationally important as an API implementation. A small change from “summarize the evidence” to “make a recommendation”…
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Amazon AWS AIP-C01: Vector Indexes and Hybrid Search
A retrieval system can appear to work even when its index has stopped representing the organization’s current knowledge. Search still returns results.…
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