Amazon Bedrock and AWS Generative AI - Beginner to Advanced

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[ DevCourseWeb.com ] Amazon Bedrock and AWS Generative AI - Beginner to Advanced
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. Course Introduction.mp4 (46.0 MB)
    • 2. Must Watch - Tips to Optimize Learning & Download Course Content Slides.mp4 (15.7 MB)
    • 2.1 Amazon Bedrock and AWS Generative AI - Beginner to Advanced_v1.0_24122023.pdf (5.4 MB)
    10. Phase 3 of GenAI Project - Fine Tuning of Foundation Model
    • 1. Section Overview - Fine Tuning of Foundation Model.mp4 (3.7 MB)
    • 2. Fine Tuning of Foundation Model - Overview.mp4 (19.6 MB)
    • 3. Fine Tuning of Foundation Model - Architecture.mp4 (16.1 MB)
    • 4. Amazon Bedrock - Data Privacy Challenges.mp4 (6.5 MB)
    • 5. Fine Tuning of Foundation Models - Hands On.mp4 (86.6 MB)
    • 5.1 manufacturingUseCase_fineTuningData.json (2.0 KB)
    11. Use Case 3-Code Generation with AWS CodeWhisperer (From my AWS CDK Udemy Course)
    • 1. Amazon CodeWhisperer - Introduction.mp4 (14.6 MB)
    • 2. Amazon CodeWhisperer - Installation.mp4 (18.1 MB)
    • 3. Amazon CodeWhisperer - Create S3 bucket.mp4 (57.6 MB)
    • 4. Amazon CodeWhisperer - Create VPC and RDS.mp4 (151.2 MB)
    12. Python Basics Refresher
    • 1. Basic Python Programming Refresher - Part 1.mp4 (47.2 MB)
    • 1.1 python_refresher.py (1.3 KB)
    • 2. Basic Python Programming Refresher - Par 2.mp4 (92.6 MB)
    13. AWS Lambda Function Refresher
    • 1. AWS Lambda - Overview.mp4 (31.4 MB)
    • 2. AWS Lambda - Invocation.mp4 (22.6 MB)
    • 3. Boto3 Introduction.mp4 (81.9 MB)
    14. AWS API Gateway Refresher
    • 1. AWS API Gateway Refresher.mp4 (236.5 MB)
    2. Evolution of Generative AI
    • 1. Section Overview - Evolution of Generative AI.mp4 (4.5 MB)
    • 2. Artificial Intelligence - Overview.mp4 (15.7 MB)
    • 3. Machine Learning - Supervised, Unsupervised and Reinforced Learning.mp4 (50.3 MB)
    • 4. Deep Learning and Neural Networks.mp4 (55.5 MB)
    3. Generative AI & Foundation Models Concepts
    • 1. Section Overview - Generative AI & Foundation Models Concepts.mp4 (4.5 MB)
    • 2. What is Generative AI and Use Cases.mp4 (22.6 MB)
    • 3. How Generative AI works 1 - Prompt, Completion and Infererences.mp4 (48.7 MB)
    • 4. How Generative AI works - Basic Concepts and Terminology - 2.mp4 (57.2 MB)
    • 5. Service Offerings in Generative AI from AWS.mp4 (53.3 MB)
    4. Amazon Bedrock – Deep Dive
    • 1. Section Overview - Amazon Bedrock.mp4 (3.5 MB)
    • 2. Amazon Bedrock - Introduction.mp4 (30.5 MB)
    • 3. Bedrock - Console Walkthrough - 1.mp4 (76.5 MB)
    • 4. Bedrock - Console Walkthrough -2.mp4 (88.7 MB)
    • 5. Amazon Bedrock - Architecture.mp4 (24.8 MB)
    • 6. Amazon Bedrock - Infererence Parameters - Temperature.mp4 (67.9 MB)
    • 7. Amazon Bedrock - Infererence Parameters - 2.mp4 (56.5 MB)
    • 8. Bedrock - Pricing.mp4 (51.5 MB)
    5. Enterprise Use Case 1 Media and Entertainment Industry
    • 1. Section Introduction- Use Case for Media and Entertainment Industry.mp4 (8.1 MB)
    • 10. End to End Demo.mp4 (30.5 MB)
    • 2. Use Case Pre-Requisites - Model Access and Lambda Boto3 Version Upgrade.mp4 (87.8 MB)
    • 2.1 PythonCode_Lambda_Boto3VersionCheck.py (0.2 KB)
    • 3. Use Case Description - Media and Entertainment Industry.mp4 (14.3 MB)
    • 4. Use Case Architecture - Amazon Bedrock (Stability AI), Lambda and S3.mp4 (12.6 MB)
    • 5. Creation of S3 Bucket and Lambda Function.mp4 (66.0 MB)
    • 5.1 PythonCode_Lambda_moviePosterDesignFunction.py (1.9 KB)
    • 6. AWS Lambda and Bedrock Integration - 1.mp4 (163.2 MB)
    • 7. AWS Lambda and Bedrock Integration - 2.mp4 (90.7 MB)
    • 8. AWS Lambda and S3 Pre Signed URL.mp4 (79.3 MB)
    • 9. AWS API Gateway and Lambda Integration.mp4 (86.4 MB)
    6. Enterprise Use Case 2 Text Summarization - API Gateway, Lambda and Bedrock
    • 1. Section Introduction Use Case 2 - Text Summarization.mp4 (8.2 MB)
    • 2. Text Summarization - Use Case Description and Architecture.mp4 (13.6 MB)
    • 3. Creation of AWS Lambda function and Boto3 upgrade.mp4 (26.3 MB)
    • 3.1 PythonCode_Lambda_demoManufacturing.py (1.4 KB)
    • 4. Writing the AWS Lambda function to connect to Bedrock Service - 1.mp4 (105.9 MB)
    • 5. Writing the AWS Lambda function to connect to Bedrock Service - 2.mp4 (161.4 MB)
    • 6. Create REST API using AWS API Gateway and Lambda Integration.mp4 (49.7 MB)
    • 7. End to End Demo.mp4 (29.8 MB)
    7. Phase 1 of GenAI Project - Use Case Identification
    • 1. Section Overview - GenAI Project Lifecycle and Use Case Identification.mp4 (2.5 MB)
    • 2. Overview of GenAI Project Lifecycle.mp4 (9.3 MB)
    • 3. GenAI - Use Case Identification Approach.mp4 (25.4 MB)
    8. Phase 2 of GenAI Project - Foundation Model Selection
    • 1. Section Overview - Foundation Model Selection for your Use Case.mp4 (3.7 MB)
    • 2. Foundation Model Selection Criteria - Theory - Part 1.mp4 (30.5 MB)
    • 3. Foundation Model Selection Criteria - Theory - Part 2.mp4 (57.2 MB)
    • 4. Foundation Model Selection Criteria - HandsOn.mp4 (98.2 MB)
    9. Phase 3 of GenAI Project - Prompt Engineering
    • 1. Section Overview - Prompt Engineering.mp4 (3.9 MB)
    • 2. Prompt Engineering - 1.mp4 (38.4 MB)
    • 3. Prompt Engineering - 2.mp4 (45.0 MB)
    • 4. Prompt Engineering Techinques.mp4 (24.7 MB)
    • 5. Steps to engineer a good prompt.mp4 (2.6 MB)
    • Bonus Resources.txt (0.4 KB)

Description

Amazon Bedrock & AWS Generative AI - Beginner to Advanced

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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Amazon Bedrock and AWS Generative AI - Beginner to Advanced

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3 GB
seeders:11
leechers:18
Amazon Bedrock and AWS Generative AI - Beginner to Advanced

Torrent hash: B2CFA33AE84FDE677F47CD71F039A90D1C3C90EE