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Tag: AWS services

Generate customized, compliant application IaC scripts for AWS Landing Zone using Amazon Bedrock | Amazon Web Services

Migrating to the cloud is an essential step for modern organizations aiming to capitalize on the flexibility and scale of cloud resources. Tools like...

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Cost-effective document classification using the Amazon Titan Multimodal Embeddings Model | Amazon Web Services

Organizations across industries want to categorize and extract insights from high volumes of documents of different formats. Manually processing these documents to classify and...

Build an active learning pipeline for automatic annotation of images with AWS services | Amazon Web Services

This blog post is co-written with Caroline Chung from Veoneer. Veoneer is a global automotive electronics company...

Understanding and predicting urban heat islands at Gramener using Amazon SageMaker geospatial capabilities | Amazon Web Services

This is a guest post co-authored by Shravan Kumar and Avirat S from Gramener. Gramener, a Straive...

Deploying Machine Learning Model Using Flask on AWS with Gunicorn and Nginx

Introduction In the previous article, We went through the process of building a machine-learning model for sentiment analysis that was encapsulated in a Flask application....

How Aura from Unity revolutionized their big data pipeline with Amazon Redshift Serverless | Amazon Web Services

This post is co-written with  Amir Souchami and  Fabian Szenkier from Unity. Aura from Unity (formerly known...

Use Apache Iceberg in your data lake with Amazon S3, AWS Glue, and Snowflake | Amazon Web Services

This post is co-written with Andries Engelbrecht and Scott Teal from Snowflake. Businesses are constantly evolving, and...

Scale LLMs with PyTorch 2.0 FSDP on Amazon EKS – Part 2 | Amazon Web Services

This is a guest post co-written with Meta’s PyTorch team and is a continuation of Part 1 of this series, where we demonstrate the...

Provide live agent assistance for your chatbot users with Amazon Lex and Talkdesk cloud contact center | Amazon Web Services

Amazon Lex provides advanced conversational artificial intelligence (AI) capabilities to enable self-service support for your organization’s contact center. With Amazon Lex, you can implement an...

Advanced RAG patterns on Amazon SageMaker | Amazon Web Services

Today, customers of all industries—whether it’s financial services, healthcare and life sciences, travel and hospitality, media and entertainment, telecommunications, software as a service (SaaS),...

How Amazon optimized its high-volume financial reconciliation process with Amazon EMR for higher scalability and performance | Amazon Web Services

Account reconciliation is an important step to ensure the completeness and accuracy of financial statements. Specifically, companies must reconcile balance sheet accounts that could...

Achieve DevOps maturity with BMC AMI zAdviser Enterprise and Amazon Bedrock | Amazon Web Services

In software engineering, there is a direct correlation between team performance and building robust, stable applications. The data community aims to adopt the rigorous...

Create an end-to-end data strategy for Customer 360 on AWS | Amazon Web Services

Customer 360 (C360) provides a complete and unified view of a customer’s interactions and behavior across all touchpoints and channels. This view is used...

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