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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...

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Live Object Detection and Image Segmentation with YOLOv8

Introduction In computer vision, different techniques for live object detection exist, including Faster R-CNN, SSD, and YOLO. Each technique has its limitations and advantages. While...

Federated learning on AWS using FedML, Amazon EKS, and Amazon SageMaker | Amazon Web Services

This post is co-written with Chaoyang He, Al Nevarez and Salman Avestimehr from FedML. Many organizations are...

Patch Now: Kubernetes RCE Flaw Allows Full Takeover of Windows Nodes

A security bug in the widely used Kubernetes container-management system allows attackers to remotely execute code with System privileges on Windows endpoints, potentially leading...

Build a RAG data ingestion pipeline for large-scale ML workloads | Amazon Web Services

For building any generative AI application, enriching the large language models (LLMs) with new data is imperative. This is where the Retrieval Augmented Generation...

Large language model inference over confidential data using AWS Nitro Enclaves | Amazon Web Services

This post is co-written with Justin Miles, Liv d’Aliberti, and Joe Kovba from Leidos.  Leidos is a Fortune...

In-stream anomaly detection with Amazon OpenSearch Ingestion and Amazon OpenSearch Serverless | Amazon Web Services

Unsupervised machine learning analytics has emerged as a powerful tool for anomaly detection in today’s data-rich landscape, especially with the growing volume of machine-generated...

Petabyte-scale log analytics with Amazon S3, Amazon OpenSearch Service, and Amazon OpenSearch Ingestion | Amazon Web Services

Organizations often need to manage a high volume of data that is growing at an extraordinary rate. At the same time, they need to...

Exploring 5 Data Orchestration Alternatives for Airflow

Exploring 5 Data Orchestration Alternatives for Airflow Data orchestration is a critical aspect of any data-driven organization. It involves managing and coordinating the flow of...

Streamline diarization using AI as an assistive technology: ZOO Digital’s story | Amazon Web Services

ZOO Digital provides end-to-end localization and media services to adapt original TV and movie content to different languages, regions, and cultures. It makes globalization...

Identify cybersecurity anomalies in your Amazon Security Lake data using Amazon SageMaker | Amazon Web Services

Customers are faced with increasing security threats and vulnerabilities across infrastructure and application resources as their digital footprint has expanded and the business impact...

Driving advanced analytics outcomes at scale using Amazon SageMaker powered PwC’s Machine Learning Ops Accelerator | Amazon Web Services

This post was written in collaboration with Ankur Goyal and Karthikeyan Chokappa from PwC Australia’s Cloud & Digital business. ...

Create a web UI to interact with LLMs using Amazon SageMaker JumpStart | Amazon Web Services

The launch of ChatGPT and rise in popularity of generative AI have captured the imagination of customers who are curious about how they can...

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