AWS Startups Blog

Tag: AI

Fiverr Relies on SageMaker to Streamline and Simplify Machine Learning Models

When it came time for Fiverr to analyze the data around user behavior on its platform, the freelance services website did what many modern businesses do in terms of recruiting the right tool for the task: they engaged Amazon Web Services’s SageMaker. Amazon SageMaker is an API that enables developers and data scientists to readily build, teach, and position machine learning models to serve any need and at any scale.

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How Signal Media uses EC2 Spot and ECS to scale its AI Platform and reduce costs

Every day, Signal ingests millions of documents from a growing number of publishers, including online media, print newspapers, broadcast, regulation and legislation. Our text analytics pipeline processes these documents in real time, applying our own AI algorithms and machine learning, preparing them to be searched from our application and distributed via our alerts system.

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How Emily Kennedy and Cara Jones, Co-Founders of Marinus Analytics, are using AI to battle sex trafficking

Teenagers traveling through Europe often come home with a new perspective. For Emily Kennedy, the trip she took at age 16 gave her not only perspective, but purpose. It put her on a career path she likely never would have gone down: combating human trafficking. She does this through her company Marinus Analytics, which provides law enforcement with tools that utilize artificial intelligence to help identify victims and their exploiters.

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Zocdoc insurance Checker

How Zocdoc is using AI to help schedule your next doctor’s appointment

When Zocdoc’s patients told the startup that insurance was confusing, the company decided to build an insurance-checker product. The product allowed the patient to scan their insurance card, and then Zocdoc extracted the relevant details from the card to check in real-time with the patient’s insurance company to see whether a particular doctor for a particular procedure was covered. To their surprise, extracting the data from the insurance cards are more difficult than they assumed and required AI.

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What Is Deep Learning? A Primer with Bonsai’s Mark Hammond

Over the past few years, the tech conversation has been dominated by references to AI and deep learning. Some people liken it to websites in 1995—everybody knew they needed one, but they didn’t all know what they were. Today, there are a lot of people talking about AI without having a real grasp on how deep learning works or even what it means. So what is it, really?

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Aaron Ames on Walking Robots

Tell a Robot to Take a Hike, and It Might Listen: “Cassie” Takes on the Pacific Crest Trail

For most adventurers, hiking the Pacific Crest Trail would be a crowning achievement in its own right. But one Caltech professor is upping the ante: he wants to design a robot that can complete the famous trek, all with outside assistance. That’s why Dr. Aaron Ames and his team have created Cassie, the world’s first fully autonomous robot designed to navigate the harshest and most complex environments in the world.

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A screenshot of the Visipedia Bird app.

Caltech’s Pietro Perona on how deep learning can help you classify birds and trees

Imagine, for a moment, that you discover an irregular mole on yourself. Whereas nowadays you still need to take time to schedule a dermatological appointment and then wait weeks to get your test results, Caltech Professor Pietro Perona is eagerly awaiting the day when you can snap a picture of the mole with your smartphone and then learn instantaneously if it’s dangerous or not. And he should know. As the co-creator, with Cornell Tech Professor Serge Belongie, of the AI and machine learning-based visual classification system Visipedia, Perona has spent the past seven years working on a “switchboard” that lets anyone, everywhere ask questions and immediately obtain an answer.

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