AWS Amazon Bedrock & Generative AI – Beginner to Advanced

سرفصل های دوره

Build Chatbot, Image Generation and Text Summarization Apps using Bedrock and Langchain. No prior AI/ML/Coding exp. req.

1. Introduction

1. Course Introduction

2.1 Amazon Bedrock and AWS Generative AI - Beginner to Advanced_v1.0_24122023.pdf

2. Must Watch - Tips to Optimize Learning & Download Course Content Slides

2. Evolution of Generative AI

1. Section Overview - Evolution of Generative AI

2. Artificial Intelligence - Overview

3. Machine Learning - Supervised, Unsupervised and Reinforced Learning

4. Deep Learning and Neural Networks

3. Generative AI & Foundation Models Concepts

1. Section Overview - Generative AI & Foundation Models Concepts

2. What is Generative AI and Use Cases

3. How Generative AI works 1 - Prompt, Completion and Infererences

4. How Generative AI works - Basic Concepts and Terminology - 2

5. Service Offerings in Generative AI from AWS

4. Amazon Bedrock Deep Dive

1. Section Overview - Amazon Bedrock

2. Amazon Bedrock - Introduction

3. Bedrock - Console Walkthrough - 1

4. Bedrock - Console Walkthrough -2

5. Amazon Bedrock - Architecture

6. Amazon Bedrock - Infererence Parameters - Temperature

7. Amazon Bedrock - Infererence Parameters - 2

8. Bedrock - Pricing

5. Enterprise Use Case 1 Media and Entertainment Industry

1. Section Introduction- Use Case for Media and Entertainment Industry

2.1 pythoncode_lambda_boto3versioncheck.zip

2. Use Case Pre-Requisites - Model Access and Lambda Boto3 Version Upgrade

3. Use Case Description - Media and Entertainment Industry

4. Use Case Architecture - Amazon Bedrock (Stability AI), Lambda and S3

5.1 pythoncode_lambda_movieposterdesignfunction.zip

5. Creation of S3 Bucket and Lambda Function

6. AWS Lambda and Bedrock Integration - 1

7. AWS Lambda and Bedrock Integration - 2

8. AWS Lambda and S3 Pre Signed URL

9. AWS API Gateway and Lambda Integration

10. End to End Demo

6. Enterprise Use Case 2 Text Summarization - API Gateway, Lambda and Bedrock

1. Section Introduction Use Case 2 - Text Summarization

2. Text Summarization - Use Case Description and Architecture

3.1 pythoncode_lambda_demomanufacturing.zip

3. Creation of AWS Lambda function and Boto3 upgrade

4. Writing the AWS Lambda function to connect to Bedrock Service - 1

5. Writing the AWS Lambda function to connect to Bedrock Service - 2

6. Create REST API using AWS API Gateway and Lambda Integration

7. End to End Demo

7. Phase 1 of GenAI Project - Use Case Identification

1. Section Overview - GenAI Project Lifecycle and Use Case Identification

2. Overview of GenAI Project Lifecycle

3. GenAI - Use Case Identification Approach

8. Phase 2 of GenAI Project - Foundation Model Selection

1. Section Overview - Foundation Model Selection for your Use Case

2. Foundation Model Selection Criteria - Theory - Part 1

3. Foundation Model Selection Criteria - Theory - Part 2

4. Foundation Model Selection Criteria - HandsOn

9. Phase 3 of GenAI Project - Prompt Engineering

1. Section Overview - Prompt Engineering

2. Prompt Engineering - 1

3. Prompt Engineering - 2

4. Prompt Engineering Techinques

5. Steps to engineer a good prompt

10. Phase 3 of GenAI Project - Fine Tuning of Foundation Model

1. Section Overview - Fine Tuning of Foundation Model

2. Fine Tuning of Foundation Model - Overview

3. Fine Tuning of Foundation Model - Architecture

4. Amazon Bedrock - Data Privacy Challenges

5.1 manufacturingusecase_finetuningdata.zip

5. Fine Tuning of Foundation Models - Hands On

11. Use Case 3-Code Generation with AWS CodeWhisperer (From my AWS CDK Udemy Course)

1. Amazon CodeWhisperer - Introduction

2. Amazon CodeWhisperer - Installation

3. Amazon CodeWhisperer - Create S3 bucket

4. Amazon CodeWhisperer - Create VPC and RDS

12. Python Basics Refresher

1.1 python_refresher.zip

1. Basic Python Programming Refresher - Part 1

2. Basic Python Programming Refresher - Par 2

13. AWS Lambda Function Refresher

1. AWS Lambda - Overview

2. AWS Lambda - Invocation

3. Boto3 Introduction

14. AWS API Gateway Refresher

1. AWS API Gateway Refresher

179,000 تومان

افزودن به سبد خرید

خرید دانلودی فوری

در این روش نیاز به افزودن محصول به سبد خرید و تکمیل اطلاعات نیست و شما پس از وارد کردن ایمیل خود و طی کردن مراحل پرداخت لینک های دریافت محصولات را در ایمیل خود دریافت خواهید کرد.

تولید کننده: Udemy