From the course: AWS Certified AI Practitioner (AIF-C01) Cert Prep
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Module 4: Applications of foundation models introduction - Amazon Web Services (AWS) Tutorial
From the course: AWS Certified AI Practitioner (AIF-C01) Cert Prep
Module 4: Applications of foundation models introduction
- In this module, we have four lessons covering the exam question domain named applications of foundation models. Foundation models are a very powerful AI technology when trained and utilized properly, and we will discuss the basics of how this can be done. This module is split into four lessons. The lessons are titled Foundation Model Design, Foundation Model Performance, Foundation Model Training and Fine Tuning, and Prompt Engineering.
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Module 4: Applications of foundation models introduction41s
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Learning objectives34s
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Pretrained model selection criteria5m
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Model inference parameters3m 54s
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Introduction to RAG5m 1s
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Introduction to vector databases4m 15s
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AWS vector database service3m 16s
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Foundation model customization cost tradeoffs3m 16s
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Generative AI agents5m 17s
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Question breakdown, part 12m
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Question breakdown, part 22m 50s
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