Hosting YOLOv8 PyTorch models on Amazon SageMaker Endpoints

Deploying models at scale can be a cumbersome task for many data scientists and machine learning engineers. However, Amazon SageMaker endpoints provide a simple solution for deploying and scaling your machine learning (ML) model inferences. Our last blog post and GitHub repo on hosting a YOLOv5 TensorFlowModel on Amazon SageMaker Endpoints sparked a lot of interest … Read more

Four approaches to manage Python packages in Amazon SageMaker Studio notebooks

This post presents and compares options and recommended practices on how to manage Python packages and virtual environments in Amazon SageMaker Studio notebooks. A public GitHub repo provides hands-on examples for each of the presented approaches. Amazon SageMaker Studio is a web-based, integrated development environment (IDE) for machine learning (ML) that lets you build, train, … Read more

AI/ML-driven actionable insights and themes for Amazon third-party sellers using AWS

The Amazon International Seller Growth (ISG) team runs the CSBA (Customer Service by Amazon) program that supports over 200,000 third-party Merchant Fulfilled Network (MFN) sellers. Amazon call centers facilitate hundreds of thousands of phone calls, chats, and emails going between the consumers and Amazon MFN sellers. The large volume of contacts creates a challenge for … Read more

Announcing the Yammer connector for Amazon Kendra

Yammer is a social networking platform designed for open and dynamic communications and collaborations within organizations. It allows you to build communities of interest, gather ideas and feedback, and keep everyone informed. It’s available via browser or mobile app, and provides a variety of common social networking features such as private and public communities, news … Read more

Sonos CEO says old products have long life ahead as new ‘era’ arrives

Sonos isn’t about to make the same mistake twice. In hindsight, its transition in 2020 to a major new software platform, S2, could’ve been communicated better and handled with more consideration for longtime customers. A few very old products were left behind, though only one speaker was affected: the first-generation Play:5. For those devices, Sonos … Read more