Example Curriculum
Introduction
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Initial Setup
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Getting Started with AWS Bedrock
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Code Generation Project
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- Setting Up the Code Generation Project (1:05)
- Coding our Lambda Function and Integrating with AWS Bedrock (17:51)
- Setting up API Gateway and our Serverless Stack (5:34)
- Testing our Live Endpoint (5:57)
- Creating our Boto3 Lambda Layer (2:23)
- Attaching our Lambda Layer to our Function (2:24)
- Testing our Bedrock Model (6:28)
- Verifying Final Output of Bedrock (2:24)
Meeting Notes Summarisation Project with Bedrock
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- Setting up our Lambda Function with Bedrock for Content Summarization (8:43)
- Finishing our Lambda Function for Meeting Summarisation (14:10)
- Creating new API Gateway Endpoint for this Lambda Function (2:15)
- Invoking our Serverless Meeting Notes Summarisation Endpoint (6:30)
- Analyzing the Final Results (1:39)
Using Diffusion Models with Bedrock for Image Creation
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Evaluating Large Language Model Performance with AWS Bedrock Evaluator
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Retrieval Augmented Generation (RAG) with AWS Bedrock
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- Introduction to AWS Bedrock Knowledge Base (2:57)
- Retrieval Augmented Retrieval (RAG) Overview (6:40)
- Setting Up Our Own Knowledge Base - Part 1 (8:08)
- Setting Up Our Own Knowledge Base - Part 2 (0:50)
- Testing our Bedrock Knowledge Base with Antropic's Claude Model (7:20)
- Clean Up Resources (1:10)
- API Resources (0:42)
Cleanup
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Where To Go From Here?
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