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