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Video course · 15 chapters · 899 min · certificate

AWS Certified AI Practitioner (AIF-C01) – Full Course to PASS the Certification Exam

Andrew Brown's full AWS Certified AI Practitioner (AIF-C01) prep: AI/ML fundamentals, data, a GenAI primer, Amazon Bedrock in depth, vector datastores, PartyRock, SageMaker, evaluation metrics, Amazon Q and AI dev tools, AWS managed ML services, GenAI security, Athena, Glue, OpenSearch and Lake Formation.

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What you'll learn

  • Explain AI/ML and GenAI fundamentals
  • Use Amazon Bedrock and vector stores
  • Prototype with PartyRock
  • Understand SageMaker workflows and evaluation
  • Know AWS managed AI services and dev tools
  • Apply GenAI security and data services

Chapters

15 chapters · 898:48
  1. 17:48 01Intro Members Introduction AIF-C01.
  2. 58:59 02Fundamentals Members AI and ML fundamentals Definitions.
  3. 15:01 03Data Members Data Labelling.
  4. 30:34 04GenAI Members GenAI primer AI vs generative AI.
  5. 313:38 05Bedrock Members Amazon Bedrock Managed LLMs.
  6. 36:18 06Vectors Members Datastores for GenAI Vector stores.
  7. 16:28 07PartyRock Members PartyRock No-code playground.
  8. 92:58 08SageMaker Members SageMaker ML workflow.
  9. 24:54 09Metrics Members Evaluations Performance metrics.
  10. 23:36 10Amazon Q Members AI dev tools Assistants.
  11. 169:16 11Managed Members AWS managed ML services AI services.
  12. 15:48 12Security Members GenAI security Standards.
  13. 15:57 13Athena Members Athena Query S3.
  14. 41:51 14Glue Members AWS Glue Data integration.
  15. 25:42 15Search Members OpenSearch and Lake Formation Search and governance.