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