AWS Projects: Get hands-on practice with multiple AWS services - AWS Project: Amazon Textract, Comprehend and Bedrock EXPLAINED: Hands-On Tutorial for Beginners

The first 500 people to use my link https://skl.sh/tinytechnicaltutorials03251 will get a 1-month free trial of Skillshare! This video is sponsored by Skillshare. In this hands-on AWS tutorial, I’ll walk you through how to use Amazon Textract, Comprehend, and Bedrock to extract, analyze, and interpret text from images and documents. We’ll start by creating a SageMaker Notebook, then run code against the different services to see how the results differ. IMPORTANT: Be sure to stick around to the end where I’ll show you how to delete your resources. 🌟***LINKS REFERENCED IN THIS VIDEO***🌟 •GitHub repository with code for Textract, Comprehend and Bedrock: https://github.com/tinytechnicaltutorials/textract-comprehend-bedrock •PRICING o Textract: https://aws.amazon.com/textract/pricing/ o Comprehend: https://aws.amazon.com/comprehend/pricing o Bedrock: https://aws.amazon.com/bedrock/pricing/ o SageMaker Notebook: https://aws.amazon.com/sagemaker-ai/pricing •Amazon’s guidance on which services to use: https://aws.amazon.com/solutions/guidance/intelligent-document-processing-on-aws/ 🌟***TIMESTAMPS***🌟 00:00 – AWS AI and ML services for doing optical character recognition (OCR) and intelligent document processing (IDP) 00:45 – What you need to follow along with the hands-on tutorial 02:08 – How much will this cost? 03:40 – Creating a new SageMaker notebook instance in SageMaker AI 05:00 – Adding permissions policies to the SageMaker IAM role for Textract, Comprehend and Bedrock 07:00 – Opening JupyterLab and creating the SageMaker notebook 07:35 – Retrieving code from the GitHub repository 08:03 – Using Textract to extract text from an image using Python 12:14 – Using Comprehend with Textract to pull out key phrases and sentiment 18:15 – Summarizing what we’ve done so far with Textract and Comprehend 18:46 – Using Amazon Bedrock with Anthropic’s Claude 3 Haiku to extract text and find meaning 21.48 – Amazon Textract vs. Comprehend vs. Bedrock – or should I use them together? 23:13 – IMPORTANT!! Delete your resources