From the course: Oracle Cloud Infrastructure Generative AI Professional Cert Prep
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Module introduction - Oracle Cloud Infrastructure Tutorial
From the course: Oracle Cloud Infrastructure Generative AI Professional Cert Prep
Module introduction
- Welcome to this module on OCI Generative AI Service. In this module, we are going to look at the core capabilities of the service. First, we will look at the pre-trained foundational models around generation summarization and embedding. Then we are going to look at prompt engineering and ways you can customize LLMs with your own custom data. Then we are going to look at fine tuning and inference. Look at fine tuning configuration, dedicated AI clusters, and we'll conclude the module by looking at the generative AI security architecture. There is a lot to cover, so let's go.
Contents
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Module introduction45s
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Introduction to OCI Generative AI service8m 36s
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Demo: Generative AI service walkthrough6m 24s
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Generation models11m 43s
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Demo: Generation models7m 57s
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Demo: OCI Generative AI service inference API10m 21s
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Demo: Setting up OCI config for Generative AI API6m 1s
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Summarization models2m 39s
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Embedding models13m 4s
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Demo: Summarization and embedding models8m 28s
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Prompt engineering11m 10s
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Demo: Prompt engineering with OCI Generative AI11m 4s
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Customize LLMs with your data9m 56s
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Fine-tuning and inference in OCI Generative AI11m 24s
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Dedicated AI cluster sizing and pricing8m 26s
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Demo: Dedicated AI clusters6m 16s
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Fine-tuning configuration6m
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Demo: Fine-tuning and custom models6m 13s
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Demo: Inference using endpoint5m 53s
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OCI Generative AI security4m 31s
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