faang

3D Shape Tokenization

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

2 months 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…

2 months 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…

2 months 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…

2 months 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…

2 months 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,…

2 months ago

Have You Heard? 5 AI Podcast Episodes Listeners Loved in 2024

NVIDIA’s AI Podcast gives listeners the inside scoop on the ways AI is transforming nearly every industry.  Since the show’s…

2 months ago

Optimizing costs of generative AI applications on AWS

The report The economic potential of generative AI: The next productivity frontier, published by McKinsey & Company, estimates that generative…

2 months ago

PEFT fine tuning of Llama 3 on SageMaker HyperPod with AWS Trainium

Training large language models (LLMs) models has become a significant expense for businesses. For many use cases, companies are looking…

2 months ago

Using transcription confidence scores to improve slot filling in Amazon Lex

When building voice-enabled chatbots with Amazon Lex, one of the biggest challenges is accurately capturing user speech input for slot…

2 months ago