AWS Architecture Blog

Tag: Amazon Sagemaker

Let's Architect

Let’s Architect! Learn About Machine Learning on AWS

A data-driven approach empowers businesses to make informed decisions based on accurate predictions and forecasts, leading to improved operational efficiency and resource optimization. Machine learning (ML) systems have the remarkable ability to continuously learn and adapt, improving their performance over time as they are exposed to more data. This self-learning capability ensures that organizations can […]

Architecture from admin perspective

Field Notes: Accelerate Research with Managed Jupyter on Amazon SageMaker

Research organizations across industry verticals have unique needs. These include facilitating stakeholder collaboration, setting up compute environments for experimentation, handling large datasets, and more. In essence, researchers want the freedom to focus on their research, without the undifferentiated heavy-lifting of managing their environments. In this blog, I show you how to set up a managed […]

Formula 1 logo - 2020

Formula 1: Using Amazon SageMaker to Deliver Real-Time Insights to Fans

The Formula One Group (F1) is responsible for the promotion of the FIA Formula One World Championship, a series of auto racing events in 21 countries where professional drivers race single-seat cars on custom tracks or through city courses in pursuit of the World Championship title. Formula 1 works with AWS to enhance its race […]

FogHorn

FogHorn: Edge-to-Edge Communication and Deep Learning

FogHorn is an intelligent Internet of Things ( IoT) edge solution that delivers data processing and real-time inference where data is created. As “the only ‘real’ edge intelligence solution in the market today,” FogHorn is powered by a hyper-efficient Complex Event Processor (CEP) and delivers comprehensive data enrichment and real-time analytics on high volumes, varieties, […]

Architecture Monthly - July 2019

Architecture Monthly Magazine for July: Machine Learning

Every month, AWS publishes the AWS Architecture Monthly Magazine (available for free on Kindle and Flipboard) that curates some of the best technical and video content from around AWS. In the June edition, we offered several pieces of content related to Internet of Things (IoT). This month we’re talking about artificial intelligence (AI), namely machine […]