Complete AWS Bedrock Generative AI Course + Projects

سرفصل های دوره

Chat with Documents, Fine-Tune LLMs, Image Diffusion Models + Generative AI Deployed with Serverless Architecture

1 - Course Introduction

1 - What We are Going to Be Building

2 - Github Link to all Code and Resources.html

2 - Initial Setup

3 - Setting Up our AWS account

4 - Login to IAM user account

3 - Getting started with Aws Bedrock

5 - What is AWS Bedrock

6 - Introduction to Foundational Models

7 - Foundational Model Providers

8 - Bedrock Playground and Pricing

9 - Inspecting Model Inference Configurations for LLMs and Image Generation Models

10 - Training Foundation Models with your Custom data

4 - Code Generation Project

11 - Setting Up the Code Generation Project

12 - Coding our Lambda function and integrating it with AWS Bedrock

13 - Setting up API Gateway and our Serverless Stack

14 - Testing our Live Endpoint

15 - Creating our Boto3 Lambda Layer

16 - Attaching our Lambda Layer to our Function

17 - Testing our Bedrock Model

18 - Verifying Final Output of Bedrock

5 - Meeting Notes Summarisation Project with Bedrock

19 - Setting up our Lambda Function with Bedrock for content summarisation

20 - Finishing our Lambda Function for Meeting Summarisation

21 - Creating new API Gateway Endpoint for this Lambda function

22 - Invoking our Serverless Meeting Notes Summarisation Endpoint

23 - Analysing the final results

6 - Using Diffusion Models with Bedrock for Image Creation

24 - Project Introduction

25 - Setting up API Gateway RouteServerless for New Generative AI Model Invocation

26 - Invoking our Stable Diffusion model for Image Generation

27 - Analysing our Final output

7 - Cleanup and Next Steps

28 - Final Video

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تولید کننده: Udemy