Generative AI & Amazon Bedrock Ultimate Hands-on Course

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5:05:25

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1 - Unlocking Creativity Hands-On with Amazon Bedrock Text Playground

1 -AWS Generative AI Bedrock Tutorial Text Playground.mp4

05:45

1 -Prompts.docx

1 -architecture diagram.zip

2 - Mastering Conversations Hands-On with Amazon Bedrock Chat Playground

1 -Chat Playground.mp4

06:01

1 -Prompts.docx

1 -architecture diagram.zip

3 - Creating Stunning Visuals Hands-On with Amazon Bedrock Image Playground

1 -Image Playground.mp4

05:09

1 -Prompts.docx

1 -architecture diagram.zip

1 -cloud guru amit.zip

4 - Image Analysis Hands-On with Amazon Rekognition and AWS Lambda

1 -AWS Rekognition Image Analysis using Generative AI.mp4

10:41

1 -Code.docx

1 -amit.zip

1 -architecture diagram.zip

1 -flower.zip

5 - Building Smart Chatbots Hands-On with Amazon Bedrock and Amazon Lex

1 -Building ChatBot using Amazon Bedrock and Lex Generative AI.mp4

09:56

1 -Sample Chat Bots.docx

1 -architecture diagram.zip

6 - Unlocking Sentiments Hands-On with Amazon Bedrock AI21 Labs Model

1 -Python Code for GenAI Sentiment Analysis using Sagemaker.docx

1 -Python Sentiment Analysis Project using GenAI Machine Learning.mp4

08:16

1 -architecture diagram.zip

7 - Transforming Text to Art Hands-On with Amazon Bedrocks Stable Diffusion XL

1 -Future of AI Generated Images - Stable Diffusion AI.mp4

06:28

1 -Python code to generate Marketing Images using Stable Diffusion XL.docx

1 -architecture diagram.zip

8 - Decoding Social Media Sentiment Analysis with Amazon Comprehend

1 -Sentiment Analysis on Social Media Data Project.mp4

11:44

1 -Social Media Sentiment Analysis using Amazon Comprehend Code.docx

1 -architecture diagram.zip

1 -sentimentdataset.csv

9 - From Pen to Pixel Extracting Handwritten Text with Amazon Textract

1 -Amazon Textract Python Code to extract data from handwritten text & PDF from S3 bucket and then saving the output files in S3 bucket.docx

1 -Convert Handwritten Notes to Typed Text.mp4

11:46

1 -Sagemaker IAM Role.docx

1 -Samplepdf.pdf

1 -architecture diagram.zip

1 -pic.zip

10 - Mastering Data Preprocessing From Raw Data to Training & Testing Sets

1 -Data Science with Generative AI Automation Hands on Project.mp4

12:47

1 -Train and Preprocess ML Data using Sagemaker.docx

1 -architecture diagram.zip

1 -preprocessedtraindata.csv

1 -vehicle.csv

11 - Creating a Powerful Custom Knowledge Base with Amazon BedrockStep-by-Step Guide

1 -AWS Frequently Asked Questions Documentation Link.docx

1 -Building a Knowledge Base for Amazon Bedrock Using a PDF File.mp4

12:51

1 -awsoverview.pdf

1 -bedrock knowledge base architecture diagram.zip

12 - Transforming Text Files into CSV& JSON with Amazon BedrockA Comprehensive Guide

1 -Automatically Convert Text to CSV or JSON Files using Bedrock Gen AI.mp4

09:57

1 -Text to CSV File Conversion.docx

1 -Text to JSON File Conversion.docx

1 -architecture diagram.zip

13 - Log Analysis, Invoicing, and Sentiment Analysis with Amazon Bedrock & Cloud9

1 -Automated Invoice Processing and Management System.rar

1 -Automated Log Analysis and Alerting System.rar

1 -Building 3 Powerful Gen AI Web Applications with Amazon Cloud9 and Bedrock.mp4

18:25

1 -Customer Sentiment Analysis.rar

1 -architecture diagram.zip

14 - Safeguarding AI Blocking Hate Speech, Violence, and Insults with Amazon Bedrock

1 -Bedrock Guardrail Denied Topics Examples.docx

1 -Block Hate Speech, Violence, and Insults Ultimate Guide to Amazon Guardrails.mp4

12:59

1 -architecture diagram.zip

15 - Unveiling the Hidden Detecting Invisible Watermarks with Amazon Bedrock

1 -Detect Invisible Watermark using Amazon Bedrock.mp4

10:05

1 -animal in jungle.zip

1 -architecture diagram.zip

1 -deer-portrait-jungle.zip

1 -pet animal at home.zip

1 -sample online watermark image.zip

1 -tiger in jungle.zip

16 - Save Cost on ML Training Master Managed Spot Training with Amazon SageMaker

1 -Save Cost on ML Training Master Managed Spot Training with Amazon SageMaker XGB.mp4

13:15

1 -architecture diagram.zip

17 - Build Real Estate Photography Business Web App using Generative AI

1 -Build Real Estate Photography Business Web App using Generative AI.mp4

24:57

1 -Similar Image.rar

1 -architecture diagram.zip

1 -cloudguruamit.rar

18 - Building Customer Shopping Order System using Amazon Transcribe

1 -Building a Customer Shopping Order System with Amazon Transcribe.mp4

19:18

1 -Custom Vocabulary.csv

1 -architecture diagram.zip

1 -shoporder.WAV

19 - Amazon Bedrock Agents Automate Tasks with AI!

1 -Amazon Bedrock Agents Automate Tasks with AI!.mp4

07:55

1 -Bedrock Agent Python Code.docx

1 -architecture diagram.zip

20 - Building Cybersecurity Face Recognition Web App with Claude 3 & Rekognition

1 -Build Cybersecurity Face Recognition Web App using Python and Machine Learning.mp4

23:29

1 -Resources.rar

21 - Building Highly Available Chat Bot Web App using Docker

1 -Chatbot Web App with Amazon Bedrock Claude, Cloud9, ECS, ECR, Route 53 and ALB.mp4

16:07

1 -architecture diagram.zip

1 -cloudguruamit.rar

22 - Revolutionizing Image Understanding with Anthropic Bedrock & Streamlit

1 -Image Files.rar

1 -Revolutionizing Image Understanding with Anthropic Bedrock & Streamlit.mp4

19:39

1 -architecture diagram.zip

1 -cloudguruamit.rar

23 - Building Gen AI Employee Knowledge Base Search Tool

1 -Building Employee Knowledge Base Search Tool.mp4

27:55

1 -cloudguruamit.rar

Description

Build a Chatbot, Analyze Social Media Sentiments,Face Recognition app with Amazon Bedrock. NO CODING EXPERIENCE REQUIRED

What You'll Learn?

Learn fundamentals about AI, Machine Learning and Artificial Neural Networks.
Amazon Bedrock – Detailed Console Walkthough, Bedrock Architecture.
Learn how Generative AI works and deep dive into Foundation Models.
Project 1: Unlocking Creativity: Hands-On with Amazon Bedrock Text Playground.
Project 2: Mastering Conversations: Hands-On with Amazon Bedrock Chat Playground.
Project 3: Creating Stunning Visuals: Hands-On with Amazon Bedrock Image Playground
Project 4: Image Analysis: Hands-On with Amazon Rekognition and AWS Lambda.
Project 5: Building Smart Chatbots: Hands-On with Amazon Bedrock and Amazon Lex.
Project 6: Unlocking Sentiments: Hands-On with Amazon Bedrock AI21 Labs Model
Project 7: Transforming Text to Art: Hands-On with Amazon Bedrock’s Stable Diffusion XL.
Project 8: Decoding Social Media: Sentiment Analysis with Amazon Comprehend
Project 9: From Pen to Pixel: Extracting Handwritten Text with Amazon Textract
Project 10: Mastering Data Preprocessing with Amazon SageMaker: From Raw Data to Training & Testing Sets
Project 11: Creating a Powerful Custom Knowledge Base with Amazon Bedrock: Step-by-Step Guide
Project 12: Transforming Text Files into CSV & JSON with Amazon Bedrock: A Comprehensive Guide
Project 13: Log Analysis, Invoicing, and Sentiment Analysis with Amazon Bedrock & Cloud9
Project 14: Safeguarding AI: Blocking Hate Speech, Violence, and Insults with Amazon Bedrock Guardrails
Project 15: Unveiling the Hidden: Detecting Invisible Watermarks with Amazon Bedrock
Project 16: Save Cost on ML Training : Master Managed Spot Training with Amazon SageMaker XGBoost
Project 17: Build Real Estate / Photography Business Web App using Generative AI
Project 18: Building Customer Shopping Order System using Amazon Transcribe
Project 19: Amazon Bedrock Agents | Automate Tasks with AI!
Project 20: Building Cybersecurity Face Recognition Web Application
Project 21 : Building Highly Available Chat Bot Web App using Docker
Project 22: Revolutionizing Image Understanding with Anthropic Bedrock & Streamlit
Project 23: Building Employee Knowledge Base Search Tool

Who is this for?

Unlock a new career path with our course, tailored to transition you into high-paying roles in Generative AI and Amazon Bedrock.

What You Need to Know?

There are no course pre-requisites for this course except basic AWS and Python Knowledge.

More details

Description
Amazon Bedrock and GenAI Course :
Hands - On End-to-End Architecture Real IT Projects Use Cases implemented as part of this course

Project 1: Unlocking Creativity: Hands-On with Amazon Bedrock Text Playground.
Project 2: Mastering Conversations: Hands-On with Amazon Bedrock Chat Playground.
Project 3: Creating Stunning Visuals: Hands-On with Amazon Bedrock Image Playground
Project 4: Image Analysis: Hands-On with Amazon Rekognition and AWS Lambda.
Project 5: Building Smart Chatbots: Hands-On with Amazon Bedrock and Amazon Lex.
Project 6: Unlocking Sentiments: Hands-On with Amazon Bedrock AI21 Labs Model
Project 7: Transforming Text to Art: Hands-On with Amazon Bedrockâ€™s Stable Diffusion XL.
Project 8: Decoding Social Media: Sentiment Analysis with Amazon Comprehend
Project 9: From Pen to Pixel: Extracting Handwritten Text with Amazon Textract
Project 10: Mastering Data Preprocessing with Amazon SageMaker: From Raw Data to Training & Testing Sets
Project 11: Creating a Powerful Custom Knowledge Base with Amazon Bedrock: Step-by-Step Guide
Project 12: Transforming Text Files into CSV & JSON with Amazon Bedrock: A Comprehensive Guide
Project 13:Â Log Analysis, Invoicing, and Sentiment Analysis with Amazon Bedrock & Cloud9
Project 14: Safeguarding AI: Blocking Hate Speech, Violence, and Insults with Amazon Bedrock Guardrails
Project 15: Unveiling the Hidden: Detecting Invisible Watermarks with Amazon Bedrock
Project 16: Save Cost on ML Training : Master Managed Spot Training with Amazon SageMaker XGBoost
Project 17: Build Real Estate / Photography Business Web App using Generative AI
Project 18: Building Customer Shopping Order System using Amazon Transcribe
Project 19: Amazon Bedrock Agents | Automate Tasks with AI!
Project 20: Building Cybersecurity Face Recognition Web Application
Project 21 : Building Highly Available Chat Bot Web App using Docker
Project 22: Revolutionizing Image Understanding with Anthropic Bedrock & Streamlit
Project 23: Building Employee Knowledge Base Search Tool

AWS Services / Tools Used in the Course :

Amazon Bedrock
Amazon Cloud9
Amazon Elastic Container Service (Â ECSÂ )
Stability Diffusion Model
Claude Foundation Model from Anthropic
Claude Sonnet
Amazon Bedrock Agents
Bedrock Knowledge Base
Langchain - Chains and Memory Modules
Amazon Route 53
Amazon Elastic Container Registry (Amazon ECR)
Amazon Sagemaker
AWS Lambda
HTML
Amazon Lex
Streamlit
S3
Amazon Transcribe
Node.JS
Python
Amazon Elastic Compute Cloud (Â EC2 )
AWS Fargate
AWS Rekognition
Javascript
Cascading Style Sheets (Â CSSÂ )

Who this course is for:
Unlock a new career path with our course, tailored to transition you into high-paying roles in Generative AI and Amazon Bedrock.

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