Amazon Bedrock And AWS Generative AI - Beginner To Advanced

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Amazon Bedrock and AWS Generative AI - Beginner to AdvancedAmazon Bedrock and AWS Generative AI - Beginner to Advanced

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Amazon Bedrock and AWS Generative AI - Beginner to Advanced.torrent
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Description

[ DevCourseWeb.com ] Amazon Bedrock & AWS Generative AI - Beginner to Advanced



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Published 12/2023

Created by Rahul Trisal

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 63 Lectures ( 6h 18m ) | Size: 3 GB



Complete guide to build Enterprise GenAI Apps using Amazon Bedrock on AWS. No prior AI/ML/Coding exp. req.



What you'll learn:

Learn fundamentals about AI, Machine Learning and Artificial Neural Networks.

Learn about how Generative AI works and deep dive into Foundation Models.

Amazon Bedrock – Detailed Console Walkthough, Bedrock Architecture, Pricing and Inference Parameters.

Use Case 1: Media and Entertainment Industry: Generate Movie Poster Design using API Gateway, S3 and Stable Diffusion Foundation Model

Use Case 2: Text Summarization for Manufacturing Industry using API Gateway, S3 and Cohere Foundation Model

GenAI Project Lifecycle: Phase 1 - Use Case Selection - Discuss about various phases of GenAI and How to identify right use case

GenAI Project Lifecycle: Phase 2 - Foundation Model Selection - Theory and Handson using AWS Bedrock Model Evaluation Service

GenAI Project Lifecycle: Phase 3 - Prompt Engineering - Factors Impacting Prompt design - Claude, Amazon Titan, Stability Diffusion, Prompt design Techniques

GenAI Project Lifecycle: Phase 4 - Fine Tuning of Foundation Models - Theory and Hands-On

Code Generation using AWS CodeWhisperer and CDK - In Typescript

Python Basics Refresher

AWS Lambda and API Gateway Refresher



Requirements:

There are no course pre-requisites for this course except basic AWS Knowledge. I will provide basic overview of AI/ML concepts and have included Python, AWS Lambda and API Gateway refresher at end of course in case you are not familiar with python coding or these AWS services.



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/1. Introduction/1. Course Introduction.mp446 MB
~Get Your Files Here !/1. Introduction/2. Must Watch - Tips to Optimize Learning & Download Course Content Slides.mp415.7 MB
~Get Your Files Here !/1. Introduction/2.1 Amazon Bedrock and AWS Generative AI - Beginner to Advanced_v1.0_24122023.pdf5.4 MB
~Get Your Files Here !/10. Phase 3 of GenAI Project - Fine Tuning of Foundation Model/1. Section Overview - Fine Tuning of Foundation Model.mp43.7 MB
~Get Your Files Here !/10. Phase 3 of GenAI Project - Fine Tuning of Foundation Model/2. Fine Tuning of Foundation Model - Overview.mp419.6 MB
~Get Your Files Here !/10. Phase 3 of GenAI Project - Fine Tuning of Foundation Model/3. Fine Tuning of Foundation Model - Architecture.mp416.1 MB
~Get Your Files Here !/10. Phase 3 of GenAI Project - Fine Tuning of Foundation Model/4. Amazon Bedrock - Data Privacy Challenges.mp46.5 MB
~Get Your Files Here !/10. Phase 3 of GenAI Project - Fine Tuning of Foundation Model/5. Fine Tuning of Foundation Models - Hands On.mp486.6 MB
~Get Your Files Here !/10. Phase 3 of GenAI Project - Fine Tuning of Foundation Model/5.1 manufacturingUseCase_fineTuningData.json2 KB
~Get Your Files Here !/11. Use Case 3-Code Generation with AWS CodeWhisperer (From my AWS CDK Udemy Course)/1. Amazon CodeWhisperer - Introduction.mp414.6 MB
~Get Your Files Here !/11. Use Case 3-Code Generation with AWS CodeWhisperer (From my AWS CDK Udemy Course)/2. Amazon CodeWhisperer - Installation.mp418.1 MB
~Get Your Files Here !/11. Use Case 3-Code Generation with AWS CodeWhisperer (From my AWS CDK Udemy Course)/3. Amazon CodeWhisperer - Create S3 bucket.mp457.6 MB
~Get Your Files Here !/11. Use Case 3-Code Generation with AWS CodeWhisperer (From my AWS CDK Udemy Course)/4. Amazon CodeWhisperer - Create VPC and RDS.mp4151.2 MB
~Get Your Files Here !/12. Python Basics Refresher/1. Basic Python Programming Refresher - Part 1.mp447.2 MB
~Get Your Files Here !/12. Python Basics Refresher/1.1 python_refresher.py1.3 KB
~Get Your Files Here !/12. Python Basics Refresher/2. Basic Python Programming Refresher - Par 2.mp492.6 MB
~Get Your Files Here !/13. AWS Lambda Function Refresher/1. AWS Lambda - Overview.mp431.4 MB
~Get Your Files Here !/13. AWS Lambda Function Refresher/2. AWS Lambda - Invocation.mp422.6 MB
~Get Your Files Here !/13. AWS Lambda Function Refresher/3. Boto3 Introduction.mp481.9 MB
~Get Your Files Here !/14. AWS API Gateway Refresher/1. AWS API Gateway Refresher.mp4236.5 MB
~Get Your Files Here !/2. Evolution of Generative AI/1. Section Overview - Evolution of Generative AI.mp44.5 MB
~Get Your Files Here !/2. Evolution of Generative AI/2. Artificial Intelligence - Overview.mp415.7 MB
~Get Your Files Here !/2. Evolution of Generative AI/3. Machine Learning - Supervised, Unsupervised and Reinforced Learning.mp450.3 MB
~Get Your Files Here !/2. Evolution of Generative AI/4. Deep Learning and Neural Networks.mp455.5 MB
~Get Your Files Here !/3. Generative AI & Foundation Models Concepts/1. Section Overview - Generative AI & Foundation Models Concepts.mp44.5 MB
~Get Your Files Here !/3. Generative AI & Foundation Models Concepts/2. What is Generative AI and Use Cases.mp422.6 MB
~Get Your Files Here !/3. Generative AI & Foundation Models Concepts/3. How Generative AI works 1 - Prompt, Completion and Infererences.mp448.7 MB
~Get Your Files Here !/3. Generative AI & Foundation Models Concepts/4. How Generative AI works - Basic Concepts and Terminology - 2.mp457.2 MB
~Get Your Files Here !/3. Generative AI & Foundation Models Concepts/5. Service Offerings in Generative AI from AWS.mp453.3 MB
~Get Your Files Here !/4. Amazon Bedrock – Deep Dive/1. Section Overview - Amazon Bedrock.mp43.5 MB
~Get Your Files Here !/4. Amazon Bedrock – Deep Dive/2. Amazon Bedrock - Introduction.mp430.5 MB
~Get Your Files Here !/4. Amazon Bedrock – Deep Dive/3. Bedrock - Console Walkthrough - 1.mp476.5 MB
~Get Your Files Here !/4. Amazon Bedrock – Deep Dive/4. Bedrock - Console Walkthrough -2.mp488.7 MB
~Get Your Files Here !/4. Amazon Bedrock – Deep Dive/5. Amazon Bedrock - Architecture.mp424.8 MB
~Get Your Files Here !/4. Amazon Bedrock – Deep Dive/6. Amazon Bedrock - Infererence Parameters - Temperature.mp467.9 MB
~Get Your Files Here !/4. Amazon Bedrock – Deep Dive/7. Amazon Bedrock - Infererence Parameters - 2.mp456.5 MB
~Get Your Files Here !/4. Amazon Bedrock – Deep Dive/8. Bedrock - Pricing.mp451.5 MB
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/1. Section Introduction- Use Case for Media and Entertainment Industry.mp48.1 MB
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/10. End to End Demo.mp430.5 MB
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/2. Use Case Pre-Requisites - Model Access and Lambda Boto3 Version Upgrade.mp487.8 MB
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/2.1 PythonCode_Lambda_Boto3VersionCheck.py211 B
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/3. Use Case Description - Media and Entertainment Industry.mp414.3 MB
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/4. Use Case Architecture - Amazon Bedrock (Stability AI), Lambda and S3.mp412.6 MB
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/5. Creation of S3 Bucket and Lambda Function.mp466 MB
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/5.1 PythonCode_Lambda_moviePosterDesignFunction.py1.9 KB
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/6. AWS Lambda and Bedrock Integration - 1.mp4163.2 MB
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/7. AWS Lambda and Bedrock Integration - 2.mp490.7 MB
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/8. AWS Lambda and S3 Pre Signed URL.mp479.3 MB
~Get Your Files Here !/5. Enterprise Use Case 1 Media and Entertainment Industry/9. AWS API Gateway and Lambda Integration.mp486.4 MB
~Get Your Files Here !/6. Enterprise Use Case 2 Text Summarization - API Gateway, Lambda and Bedrock/1. Section Introduction Use Case 2 - Text Summarization.mp48.2 MB
~Get Your Files Here !/6. Enterprise Use Case 2 Text Summarization - API Gateway, Lambda and Bedrock/2. Text Summarization - Use Case Description and Architecture.mp413.6 MB
~Get Your Files Here !/6. Enterprise Use Case 2 Text Summarization - API Gateway, Lambda and Bedrock/3. Creation of AWS Lambda function and Boto3 upgrade.mp426.3 MB
~Get Your Files Here !/6. Enterprise Use Case 2 Text Summarization - API Gateway, Lambda and Bedrock/3.1 PythonCode_Lambda_demoManufacturing.py1.4 KB
~Get Your Files Here !/6. Enterprise Use Case 2 Text Summarization - API Gateway, Lambda and Bedrock/4. Writing the AWS Lambda function to connect to Bedrock Service - 1.mp4105.9 MB
~Get Your Files Here !/6. Enterprise Use Case 2 Text Summarization - API Gateway, Lambda and Bedrock/5. Writing the AWS Lambda function to connect to Bedrock Service - 2.mp4161.4 MB
~Get Your Files Here !/6. Enterprise Use Case 2 Text Summarization - API Gateway, Lambda and Bedrock/6. Create REST API using AWS API Gateway and Lambda Integration.mp449.7 MB
~Get Your Files Here !/6. Enterprise Use Case 2 Text Summarization - API Gateway, Lambda and Bedrock/7. End to End Demo.mp429.8 MB
~Get Your Files Here !/7. Phase 1 of GenAI Project - Use Case Identification/1. Section Overview - GenAI Project Lifecycle and Use Case Identification.mp42.5 MB
~Get Your Files Here !/7. Phase 1 of GenAI Project - Use Case Identification/2. Overview of GenAI Project Lifecycle.mp49.3 MB
~Get Your Files Here !/7. Phase 1 of GenAI Project - Use Case Identification/3. GenAI - Use Case Identification Approach.mp425.4 MB
~Get Your Files Here !/8. Phase 2 of GenAI Project - Foundation Model Selection/1. Section Overview - Foundation Model Selection for your Use Case.mp43.7 MB
~Get Your Files Here !/8. Phase 2 of GenAI Project - Foundation Model Selection/2. Foundation Model Selection Criteria - Theory - Part 1.mp430.5 MB
~Get Your Files Here !/8. Phase 2 of GenAI Project - Foundation Model Selection/3. Foundation Model Selection Criteria - Theory - Part 2.mp457.2 MB
~Get Your Files Here !/8. Phase 2 of GenAI Project - Foundation Model Selection/4. Foundation Model Selection Criteria - HandsOn.mp498.2 MB
~Get Your Files Here !/9. Phase 3 of GenAI Project - Prompt Engineering/1. Section Overview - Prompt Engineering.mp43.9 MB
~Get Your Files Here !/9. Phase 3 of GenAI Project - Prompt Engineering/2. Prompt Engineering - 1.mp438.4 MB
~Get Your Files Here !/9. Phase 3 of GenAI Project - Prompt Engineering/3. Prompt Engineering - 2.mp445 MB
~Get Your Files Here !/9. Phase 3 of GenAI Project - Prompt Engineering/4. Prompt Engineering Techinques.mp424.7 MB
~Get Your Files Here !/9. Phase 3 of GenAI Project - Prompt Engineering/5. Steps to engineer a good prompt.mp42.6 MB
~Get Your Files Here !/Bonus Resources.txt386 B

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