Ultimate AWS Bedrock Guide: Build and Scale Generative AI Apps

Name: Ultimate AWS Bedrock Guide: Build and Scale Generative AI Apps
Price: 9 USD
Availability: InStock

3h 28m 1s

English

Paid

May 20, 2024

Learn the cutting-edge world of AWS Bedrock and gain skills to create AI apps. You'll build and deploy three AI projects using foundation models from Meta, Anthropic, Cohere, Mistral and more, all from a single API!

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#	Title	Duration
1	Introduction	01:01
2	What We're Building	04:44
3	Setting Up our AWS Account	05:25
4	Login to IAM User Account	04:24
5	What is AWS Bedrock?	09:06
6	Introduction to Foundational Models	04:33
7	Foundational Model Providers	11:03
8	Bedrock Playground and Pricing	14:03
9	Inspecting Model Inference Configurations for LLMs and Image Generation Models	10:36
10	Training Foundation Models with your Custom Data	07:34
11	Setting Up the Code Generation Project	01:06
12	Coding our Lambda Function and Integrating with AWS Bedrock	17:52
13	Setting up API Gateway and our Serverless Stack	05:35
14	Testing our Live Endpoint	05:58
15	Creating our Boto3 Lambda Layer	02:24
16	Attaching our Lambda Layer to our Function	02:25
17	Testing our Bedrock Model	06:29
18	Verifying Final Output of Bedrock	02:25
19	Setting up our Lambda Function with Bedrock for Content Summarization	08:44
20	Finishing our Lambda Function for Meeting Summarisation	14:11
21	Creating new API Gateway Endpoint for this Lambda Function	02:16
22	Invoking our Serverless Meeting Notes Summarisation Endpoint	06:31
23	Analyzing the Final Results	01:40
24	Project Introduction	10:58
25	Setting up API Gateway Route (Serverless) for New Generative AI Model Invocation	01:07
26	Invoking our Stable Diffusion model for Image Generation	03:49
27	Analysing our Final Output	00:47
28	Set up Evaluation Job for Anthropic's Claude model	04:38
29	Evaluating our Results	05:26
30	Introduction to AWS Bedrock Knowledge Base	02:58
31	Retrieval Augmented Retrieval (RAG) Overview	06:41
32	Setting Up Our Own Knowledge Base - Part 1	08:09
33	Setting Up Our Own Knowledge Base - Part 2	00:51
34	Testing our Bedrock Knowledge Base with Antropic's Claude Model	07:21
35	Clean Up Resources	01:11
36	API Resources	00:43
37	A Little Cleanup and Congratulations!	03:17