ai/ml

Distributed data preprocessing with GKE and Ray: Scaling for the enterprise

The exponential growth of machine learning models brings with it ever-increasing datasets. This data deluge creates a significant bottleneck in…

1 year ago

Align and monitor your Amazon Bedrock powered insurance assistance chatbot to responsible AI principles with AWS Audit Manager

Generative AI applications are gaining widespread adoption across various industries, including regulated industries such as financial services and healthcare. As…

1 year ago

Supervised Fine Tuning for Gemini: A best practices guide

Foundation models such as Gemini have revolutionized how we work, but sometimes they need guidance to excel at specific business…

1 year ago

AI slashes cost and time for chip design, but that is not all

Researchers have harnessed artificial intelligence to take a key step toward slashing the time and cost of designing new wireless…

1 year ago

3D Shape Tokenization

We introduce Shape Tokens, a 3D representation that is continuous, compact, and easy to integrate into machine learning models. Shape…

1 year ago

Title Launch Observability at Netflix Scale

Part 2: Navigating AmbiguityBy: Varun KhaitanWith special thanks to my stunning colleagues: Mallika Rao, Esmir Mesic, Hugo MarquesBuilding on the foundation laid…

1 year ago

Efficiently build and tune custom log anomaly detection models with Amazon SageMaker

In this post, we walk you through the process to build an automated mechanism using Amazon SageMaker to process your…

1 year ago

The PyTorch developer’s guide to JAX fundamentals

Like many PyTorch users, you may have heard great things about JAX — its high performance, the elegance of its…

1 year ago

Part 2: A Survey of Analytics Engineering Work at Netflix

This article is the second in a multi-part series sharing a breadth of Analytics Engineering work at Netflix, recently presented…

1 year ago

Telegram Chatbots: Are They a Good Fit for Your Business?

Telegram chatbots are rapidly gaining traction, with over 1.5 million bots already created. As one of the fastest-growing messaging platforms,…

1 year ago