AWS Certified AI Practitioner (AIF-C01) Study Guide

Index

Symbols

• 3D simulation AWS DeepRacer, AWS DeepRacer

A

• access controls, Zero trust and fine-grained access controls, Data access control
  • network access control lists, Security approaches with AWS tools
• account created for AWS, Setting Up AWS
• accuracy, Classification, Accuracy
  • defined, Glossary
  • fine-tuning foundation models, Fine-tuning
  • risk of generative AI, Accuracy
• ACLs (network access control lists), Security approaches with AWS tools
• ACM (see AWS Certificate Manager (ACM))
• Active Custom Translation (ACT), Amazon Translate
• agentic AI, Evolution of FMs
  • Amazon Bedrock agents, Agents in Amazon Bedrock-Pricing
    • about, Agents in Amazon Bedrock
    • example customer support chatbot, Multiagent Collaboration
    • example restaurant website, Agents in Amazon Bedrock
    • Guardrails and responsible AI, Amazon Bedrock
    • multiagent collaboration, Multiagent Collaboration
    • proprietary data sources integrated, Agents in Amazon Bedrock
    • workflow, Agents in Amazon Bedrock
  • defined, Glossary
• AGI (artificial general intelligence), AGI
  • OpenAI mission, Understanding Generative AI, AGI
• AI (artificial intelligence)
  • AI governance defined, Glossary
    • (see also governance)
  • “artificial intelligence” coined, AI and Machine Learning
  • AWS AI revenue, AWS Remains Dominant
  • benefits of AI skills, Why Should You Take This Exam?-Improving Economic Growth and Business Operations
  • defined, Understanding AI, Glossary
  • economic growth from, Improving Economic Growth and Business Operations, Real-World AI Applications with AWS Tools
  • growth of, The Growth of AI
  • history ...