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    aws.amazon.com aws.amazon.com

    A collection of 8,115 posts


    aws.amazon.com aws.amazon.com 2023-02-03 04:48

    Predict football punt and kickoff return yards with fat-tailed distribution using GluonTS

    Today, the NFL is continuing their journey to increase the number of statistics...

    Tesfagabir Meharizghi
    T Tesfagabir Meharizghi
    10 min read
    aws.amazon.com aws.amazon.com 2023-02-03 04:42

    Analyze and visualize multi-camera events using Amazon SageMaker Studio Lab

    The National Football League (NFL) is one of the most popular sports leagues in...

    Kevin Song
    K Kevin Song
    11 min read
    aws.amazon.com aws.amazon.com 2023-02-02 03:40

    How to decide between Amazon Rekognition image and video API for video moderation

    Almost 80% of today’s web content is user-generated, creating a deluge of...

    Lana Zhang
    L Lana Zhang
    9 min read
    aws.amazon.com aws.amazon.com 2023-02-02 00:52

    Scaling distributed training with AWS Trainium and Amazon EKS

    Recent developments in deep learning have led to increasingly large models such...

    Scott Perry
    S Scott Perry
    10 min read
    aws.amazon.com aws.amazon.com 2023-01-31 07:51

    Schedule remote operations using AWS IoT Device Management Jobs

    Introduction Once Internet of Things (IoT) devices are deployed in the field,...

    Alina Dima
    A Alina Dima
    6 min read
    Amazon SageMaker built-in LightGBM now offers distributed training using Dask
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    aws.amazon.com aws.amazon.com 2023-01-31 01:10

    Amazon SageMaker built-in LightGBM now offers distributed training using Dask

    Amazon SageMaker provides a suite of built-in algorithms, pre-trained models, and pre-built solution templates to help data scientists and machine learning (ML) practitioners get started on training and deploying ML...

    Xin Huang
    X Xin Huang
    12 min read
    Build a water consumption forecasting solution for a water utility agency using Amazon Forecast
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    aws.amazon.com aws.amazon.com 2023-01-31 00:59

    Build a water consumption forecasting solution for a water utility agency using Amazon Forecast

    Amazon Forecast is a fully managed service that uses machine learning (ML) to generate highly accurate forecasts, without requiring any prior ML experience. Forecast is applicable in a wide variety of use cases,...

    Dhiraj Thakur
    D Dhiraj Thakur
    14 min read
    Identifying IoT device certificates with a revoked intermediate CA using AWS IoT Device Defender
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    aws.amazon.com aws.amazon.com 2023-01-28 06:12

    Identifying IoT device certificates with a revoked intermediate CA using AWS IoT Device Defender

    Introduction Dynamically verifiable device identity is a foundational component of a Zero Trust Architecture (ZTA). Ongoing dynamic evaluation of identity and trust requires complete and timely visibility into relevant...

    Ryan Dsouza
    R Ryan Dsouza
    7 min read
    Tracking Assets using AWS IoT Core and Amazon Location Service
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    aws.amazon.com aws.amazon.com 2023-01-28 03:23

    Tracking Assets using AWS IoT Core and Amazon Location Service

    In this post, we explore the recently launched “location action” feature that connects AWS IoT Core with Amazon Location Service trackers, creating a scalable, simple, and cost effective way to track and store IoT...

    Zach Elliott
    Z Zach Elliott
    9 min read
    Best Egg achieved three times faster ML model training with Amazon SageMaker Automatic Model Tuning
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    aws.amazon.com aws.amazon.com 2023-01-27 00:45

    Best Egg achieved three times faster ML model training with Amazon SageMaker Automatic Model Tuning

    This post is co-authored by Tristan Miller from Best Egg. Best Egg is a leading financial confidence platform that provides lending products and resources focused on helping people feel more confident as they manage...

    Tristan Miller
    T Tristan Miller
    7 min read
    Build a loyalty points anomaly detector using Amazon Lookout for Metrics
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    aws.amazon.com aws.amazon.com 2023-01-25 23:19

    Build a loyalty points anomaly detector using Amazon Lookout for Metrics

    Today, gaining customer loyalty cannot be a one-off thing. A brand needs a focused and integrated plan to retain its best customers—put simply, it needs a customer loyalty program. Earn and burn programs are one of...

    Dhiraj Thakur
    D Dhiraj Thakur
    8 min read
    Explain text classification model predictions using Amazon SageMaker Clarify
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    aws.amazon.com aws.amazon.com 2023-01-25 23:13

    Explain text classification model predictions using Amazon SageMaker Clarify

    Model explainability refers to the process of relating the prediction of a machine learning (ML) model to the input feature values of an instance in humanly understandable terms. This field is often referred to as...

    Pinak Panigrahi
    P Pinak Panigrahi
    9 min read
    Upscale images with Stable Diffusion in Amazon SageMaker JumpStart
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    aws.amazon.com aws.amazon.com 2023-01-25 23:09

    Upscale images with Stable Diffusion in Amazon SageMaker JumpStart

    In November 2022, we announced that AWS customers can generate images from text with Stable Diffusion models in Amazon SageMaker JumpStart. Today, we announce a new feature that lets you upscale images (resize images...

    Vivek Madan
    V Vivek Madan
    9 min read
    Cohere brings language AI to Amazon SageMaker
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    aws.amazon.com aws.amazon.com 2023-01-25 20:32

    Cohere brings language AI to Amazon SageMaker

    This is a guest post by Sudip Roy, Manager of Technical Staff at Cohere. It’s an exciting day for the development community. Cohere’s state-of-the-art language AI is now available through Amazon SageMaker. This...

    Sudip Roy
    S Sudip Roy
    5 min read
    Which AWS IoT device provisioning method should I use?
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    aws.amazon.com aws.amazon.com 2023-01-24 06:45

    Which AWS IoT device provisioning method should I use?

    One of the first steps you come across when starting an Internet of Things (IoT) project is provisioning your IoT devices. This blog highlights the different provisioning methods you can use to connect your devices to...

    Jesse Kinsel
    J Jesse Kinsel
    6 min read
    ­­How CCC Intelligent Solutions created a custom approach for hosting complex AI models using Amazon SageMaker
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    aws.amazon.com aws.amazon.com 2023-01-21 01:28

    ­­How CCC Intelligent Solutions created a custom approach for hosting complex AI models using Amazon SageMaker

    This post is co-written by Christopher Diaz, Sam Kinard, Jaime Hidalgo and Daniel Suarez  from CCC Intelligent Solutions. In this post, we discuss how CCC Intelligent Solutions (CCC) combined Amazon SageMaker with...

    Christopher Diaz
    C Christopher Diaz
    13 min read
    Enhancing IoT device security using Hardware Security Modules and AWS IoT Device SDK
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    aws.amazon.com aws.amazon.com 2023-01-21 01:27

    Enhancing IoT device security using Hardware Security Modules and AWS IoT Device SDK

    Introduction Security of operations and security of data are among the top priorities of customers dealing with sensitive information or operating in highly regulated markets. Internet of Things (IoT) customers have the...

    Daniele Crestini
    D Daniele Crestini
    12 min read
    How to get started with the new AWS IoT Core Device Location service
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    aws.amazon.com aws.amazon.com 2023-01-19 09:26

    How to get started with the new AWS IoT Core Device Location service

    Introduction The new AWS IoT Core Device Location feature allows Internet of Things (IoT) devices to retrieve and report their current location without relying on Global Positioning System (GPS) hardware. Devices and...

    Yuri Chamarelli
    Y Yuri Chamarelli
    6 min read
    Set up Amazon SageMaker Studio with Jupyter Lab 3 using the AWS CDK
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    aws.amazon.com aws.amazon.com 2023-01-18 03:36

    Set up Amazon SageMaker Studio with Jupyter Lab 3 using the AWS CDK

    Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning (ML) partly based on JupyterLab 3. Studio provides a web-based interface to interactively perform ML development tasks...

    Cory Hairston
    C Cory Hairston
    5 min read
    Churn prediction using multimodality of text and tabular features with Amazon SageMaker Jumpstart
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    aws.amazon.com aws.amazon.com 2023-01-18 01:49

    Churn prediction using multimodality of text and tabular features with Amazon SageMaker Jumpstart

    Amazon SageMaker JumpStart is the Machine Learning (ML) hub of SageMaker providing pre-trained, publicly available models for a wide range of problem types to help you get started with machine learning. Understanding...

    Xin Huang
    X Xin Huang
    16 min read
    Leveraging artificial intelligence and machine learning at Parsons with AWS DeepRacer
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    aws.amazon.com aws.amazon.com 2023-01-14 06:46

    Leveraging artificial intelligence and machine learning at Parsons with AWS DeepRacer

    This post is co-written with Jennifer Bergstrom, Sr. Technical Director, ParsonsX. Parsons Corporation (NYSE:PSN) is a leading disruptive technology company in critical infrastructure, national defense, space,...

    Jenn Bergstrom
    J Jenn Bergstrom
    5 min read
    How Thomson Reuters built an AI platform using Amazon SageMaker to accelerate delivery of ML projects
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    aws.amazon.com aws.amazon.com 2023-01-14 00:26

    How Thomson Reuters built an AI platform using Amazon SageMaker to accelerate delivery of ML projects

    This post is co-written by Ramdev Wudali and Kiran Mantripragada from Thomson Reuters. In 1992, Thomson Reuters (TR) released its first AI legal research service, WIN (Westlaw Is Natural), an innovation at the time, as...

    Ramdev Wudali
    R Ramdev Wudali
    12 min read
    Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 2
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    aws.amazon.com aws.amazon.com 2023-01-14 00:23

    Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 2

    This blog post is co-written with Chaoyang He and Salman Avestimehr from FedML. Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of...

    Vidya Sagar Ravipati
    V Vidya Sagar Ravipati
    15 min read
    Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 1
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    aws.amazon.com aws.amazon.com 2023-01-14 00:22

    Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 1

    This blog post is co-written with Chaoyang He and Salman Avestimehr from FedML. Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of...

    Olivia Choudhury
    O Olivia Choudhury
    9 min read
    Multilingual customer support translation made easy on Salesforce Service Cloud using Amazon Translate
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    aws.amazon.com aws.amazon.com 2023-01-13 00:51

    Multilingual customer support translation made easy on Salesforce Service Cloud using Amazon Translate

    This post was co-authored with Mark Lott, Distinguished Technical Architect, Salesforce, Inc. Enterprises that operate globally are experiencing challenges sourcing customer support professionals with multi-lingual...

    Mark Lott
    M Mark Lott
    10 min read
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