Ultimate AWS Bedrock Guide: Build and Scale Generative AI Apps
3h 28m 1s
English
Paid
Course description
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!
Read more about the course
This course is made for anyone eager to take dive deep into building AI-driven applications using the latest technologies. By the end of this course you'll have a comprehensive understanding of AWS Bedrock and Generative AI, including Retrieval Augmented Generation (RAG), fine-tuning, vector databases, word embeddings, serverless architecture, training and evaluation of LLMs with your own custom data, and more!
Watch Online
Join premium to watch
Go to premium
# | 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 |
Comments
0 commentsSimilar courses

AWS Certified Security - Specialty
Sources: Adrian Cantrill
Pass the AWS Security – Specialty exam (SCS-C01). EARLY ACCESS - NOT FINISHED. PRODUCTION COMMENCED IN APRIL 2022 - ETA 2-3 MONTHS.
39 hours 15 minutes 45 seconds

The CloudWatch Book (Video Course, Code and Book)
Sources: Tobias Schmidt, Sandro Volpicella
A practical guide to using CloudWatch. Learn how to work with CloudWatch Logs, Metrics, Alarms, Dashboards, and much more! "The Book about CloudWatch"...
6 hours 52 minutes 46 seconds

Serverless Framework Bootcamp: Node.js, AWS & Microservices
Sources: udemy
Ever felt like you would like to build a back-end application that can handle millions of users, but you were terrified by the idea of managing (or learning how
5 hours 24 minutes 21 seconds

AWS Certified Developer - Associate
Sources: Adrian Cantrill
The AWS Certified Developer Associate is one of the most valuable and in-demand cloud certifications, part of the AWS Associate (All-3) series. It covers all of the core AWS ser...
68 hours 8 minutes 48 seconds

Build a React & Redux App w CircleCI CICD, AWS & Terraform
Sources: udemy
React is one of the most popular library's for building client apps with HTML, CSS and JavaScript. If you want to establish yourself as a front-end or full-stack developer, you ...
25 hours 45 minutes 21 seconds
Want to join the conversation?
Sign in to comment