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AWS

AWS Certified AI Practitioner AIF-C01

Applications of Foundation Models

AWS Certified AI Practitioner AIF-C01

Subject

Chapter

AWS Certified Cloud Practitioner CLF-C02

AWS Certified AI Practitioner AIF-C01

AWS Certified Machine Learning Engineer - Associate (MLA-C01)

AWS Certified Solutions Architect - Associate (SAA-C03)

AWS Certified Developer - Associate (DVA-C02)

AWS Certified Data Engineer - Associate (DEA-C01)

AWS Certified CloudOps Engineer - Associate (SOA-C03)

AWS Certified DevOps Engineer - Professional (DOP-C02)

AWS Certified Solutions Architect - Professional (SAP-C02)

AWS Certified Generative AI Developer - Professional (AIP-C01)

Applications of Foundation Models
AWS - AWS Certified AI Practitioner AIF-C01

4 Modules available for practice

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Module-wise Performance: Global Avg vs Top 10%

Module Details & Diagnostics

Design considerations for applications that use foundation models (FMs)

81%

Global Attempts: 355Correct: 287 | Incorrect: 68

Choose effective prompt engineering techniques

86%

Global Attempts: 258Correct: 222 | Incorrect: 36

Describe the training and fine-tuning process for FMs

78%

Global Attempts: 81Correct: 63 | Incorrect: 18

Describe methods to evaluate FM performance

71%

Global Attempts: 94Correct: 67 | Incorrect: 27