AWS for Industries

Tag: amazon sagemaker

Deploy embedded services with privacy-safe controls on AWS

Amazon Web Services (AWS) customers across the advertising and marketing industry are seeking to further protect their customers’ information by limiting the movement and sharing of data outside of their control. For example, customers with first-party customer data often want to keep that data securely stored inside their own AWS account. This creates a challenge […]

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AWS Is How: Wealthsimple Develops Accessible Financial Solutions for All Canadians

You know you should be investing for the future, but you don’t have much money in reserve, and you’re not even sure where to start. The stock market is complicated, and you don’t fully understand how to get started with investing. And what exactly is cryptocurrency, anyway? That’s where Wealthsimple comes in. The Canadian financial […]

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Scalable Medical Computer Vision Model Training with Amazon SageMaker Part 2

Scalable Medical Computer Vision Model Training with Amazon SageMaker Part 2

Introduction Training medical computer vision (CV) models requires a scalable compute and storage infrastructure. Training a medical CV model is unique compared to training a CV model in other domains, as we described in the first part of this blog series. In this second post, we show you how we scale a medical semantic segmentation training […]

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Scalable Medical Computer Vision Model Training with Amazon SageMaker Part 1

Scalable Medical Computer Vision Model Training with Amazon SageMaker Part 1

Introduction Computer vision (CV) and machine learning (ML) has been playing an increasingly import role in the field of medical imaging and radiology in the past decade. CV is the field that uses computers and programs to replicate human vision abilities such as recognition, classification, detection and measurement. Thanks to the advancement of deep learning […]

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BKV Breaks Free from Siloed Systems with Cloudwick’s Amorphic Data Cloud for AWS

Across the oil and gas industry, companies struggle to gain insights from data spread across siloed systems and processes. For BKV Corporation (BKV), these challenges were all too familiar, but the energy company recognized that unlocking the full value of its data was necessary for future growth. After a large acquisition in 2020, BKV knew […]

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Invicro Improves Medical Image Quality Prediction with SageMaker HPO Jobs

Invicro Improves Medical Image Quality Prediction with SageMaker HPO Jobs

Blog guest authored by Brian Avants, and Jacob Hesterman of Invicro, a REALM IDx company High-quality medical imaging data is a clinical necessity. Yet, there are few medical datasets with quality annotations that can be used to train models which automate an objective quality prediction process. Invicro, a REALM IDx company, worked with the Amazon […]

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How AWS is supporting Buy Now Pay Later (BNPL)

The concept of purchasing an individual item in multiple installments is not new. Large department stores have offered this for decades in what is called layaway. Layaway is essentially “a purchasing agreement by which a retailer agrees to hold merchandise secured by a deposit until the price is paid in full by the customer” [1]. […]

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stock image customer churn

Using Amazon Athena and Amazon SageMaker for Improved Customer Churn Analysis

Customer churn is a growing concern for many companies—and not without merit. During the pandemic, 75% of US consumers switched brands or stores, and 60% of them plan to incorporate new buying patterns and habits post-COVID. In other words, 45% of consumers shifted their brand choices over the long term. But customer churn is hardly […]

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Oil Pump

Improving Safety and Logistics at Well Pads with Amazon Machine Learning Services

Introduction In remote upstream oil and gas facilities, such as well pads, energy companies frequently have various service contractors bringing in items, performing services, and removing items from the site. These facilities most often do not have permanent staff on location. It can be challenging for operators to know who is accessing the facilities. For […]

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