AWS Machine Learning Blog

JANUARY 5, 2024

This post was written in collaboration with Bhajandeep Singh and Ajay Vishwakarma from Wipro’s AWS AI/ML Practice. AWS also helps data science and DevOps teams to collaborate and streamlines the overall model lifecycle process. Wipro is an AWS Premier Tier Services Partner and Managed Service Provider (MSP).

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AWS Machine Learning Blog

APRIL 2, 2024

In 2023, AWS announced an expanded collaboration with Hugging Face to accelerate our customers’ generative artificial intelligence (AI) journey. Over the past year, we have partnered to make it effortless to train, fine-tune, and deploy Hugging Face models using Amazon SageMaker , AWS Trainium , and AWS Inferentia.

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Dataconomy

NOVEMBER 29, 2023

Big news from the Amazon Web Services (AWS) world! The big boss, Adam Selipsky, introduced a cool new thing called Amazon Q AI Assistant at the AWS re:Invent conference. It’s like having a helpful friend who knows everything about building and managing computer programs on AWS. AWS is adding guardrails to Bedrock.

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AWS Machine Learning Blog

FEBRUARY 26, 2024

By using AWS services, our architecture provides real-time visibility into LLM behavior and enables teams to quickly identify and address any issues or anomalies. In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda.

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AWS Machine Learning Blog

JANUARY 13, 2023

In this post, we show you how Parsons is building its next generation workforce by using machine learning (ML) and artificial intelligence (AI) with AWS DeepRacer in a fun and collaborative way. Parsons realized success of this event would be driven by efficient mechanisms and processes the AWS DeepRacer community has in place.

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IBM Journey to AI blog

SEPTEMBER 11, 2023

IBM and AWS have been working together since 2016 to provide secure, automated solutions for hybrid cloud environments. This understanding forms the cornerstone of the IBM and AWS collaboration, creating an environment where data and AI are seamlessly integrated to yield remarkable results.

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AWS Machine Learning Blog

MARCH 12, 2024

In this post, we discuss how Leidos worked with AWS to develop an approach to privacy-preserving large language model (LLM) inference using AWS Nitro Enclaves. This feature helps isolate the enclave and your software, and significantly reduces the surface area for unintended events. hvm-2.0.20230628.0-x86_64-gp2

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AWS Machine Learning Blog

MARCH 10, 2023

We show how you can apply this approach to various data streaming and event-driven architectures, depending on the desired outcome and actions to take to prevent fraud (such as alert the user about the fraud or flag the transaction for additional review). The following diagram illustrates the solution architecture.

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Hacker News

MARCH 17, 2024

As we browse the news, it's easy to become desensitised to awful events. Amanda Ruggeri explores the psychology, and the steps you can take to avoid it happening.

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databricks

JUNE 23, 2023

This is a collaborative post from Databricks and Amazon Web Services (AWS). We thank Venkat Viswanathan, Data and Analytics Strategy Leader, Partner Solutions.

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Pickl AI

JUNE 21, 2023

Amazon Web Services (AWS) has emerged as a frontrunner in cloud computing. AWS provides a comprehensive suite of tools and services to empower organizations worldwide. Hence, companies are actively hiring individuals actively hiring professionals who can leverage the AWS features to boost business productivity. What is AWS?

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AWS Machine Learning Blog

FEBRUARY 13, 2023

AWS DeepRacer is a simple and fun way to get started with reinforcement learning (RL), an ML technique where an agent discovers the optimal actions to take in a given environment. In our case, that would be an AWS DeepRacer vehicle, trying to race fast around a track.

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AWS Machine Learning Blog

AUGUST 3, 2023

AWS intelligent document processing (IDP), with AI services such as Amazon Textract , allows you to take advantage of industry-leading machine learning (ML) technology to quickly and accurately process data from any scanned document or image. In this post, we share how to enhance your IDP solution on AWS with generative AI.

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AWS Machine Learning Blog

JUNE 22, 2023

Working with AWS, Light & Wonder recently developed an industry-first secure solution, Light & Wonder Connect (LnW Connect), to stream telemetry and machine health data from roughly half a million electronic gaming machines distributed across its casino customer base globally when LnW Connect reaches its full potential.

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IBM Journey to AI blog

OCTOBER 30, 2023

In this quest, IBM and AWS have forged a strategic alliance, aiming to transition AI’s business potential from mere talk to tangible action. The AWS-IBM partnership is a symphony of strengths The collaboration between IBM and AWS is more than just a tactical alliance; it’s a symphony of strengths.

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IBM Journey to AI blog

MAY 26, 2023

The role of AWS and cloud security in life sciences However, with greater power comes great responsibility. Most life sciences companies are raising their security posture with AWS infrastructure and services. Organizations like Moderna and Bristol Myers Squibb have chosen AWS to run their regulated workloads.

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IBM Journey to AI blog

JULY 19, 2023

In this blog post, we will showcase how IBM Consulting is partnering with AWS and leveraging Large Language Models (LLMs), on IBM Consulting’s generative AI-Automation platform (ATOM), to create industry-aware, life sciences domain-trained foundation models to generate first drafts of the narrative documents, with an aim to assist human teams.

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AWS Machine Learning Blog

OCTOBER 18, 2023

This post details how Purina used Amazon Rekognition Custom Labels , AWS Step Functions , and other AWS Services to create an ML model that detects the pet breed from an uploaded image and then uses the prediction to auto-populate the pet attributes. AWS CodeBuild is a fully managed continuous integration service in the cloud.

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AWS Machine Learning Blog

MARCH 22, 2023

In this post, we show how you can use AWS Step Functions to build and automate the workflow. Step Functions is a visual workflow service that helps developers use AWS services to build distributed applications, automate processes, orchestrate microservices, and create data and ML pipelines. Finally, install the AWS SAM CLI.

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Flipboard

FEBRUARY 6, 2023

You can catch AWS Energy February 7-9 in San Diego participating throughout the event. AWS is sponsoring the C&I & … Attending DISTRIBUTECH 2023?

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AWS Machine Learning Blog

MARCH 1, 2024

Genesys Cloud (an omni-channel orchestration and customer relationship platform) provides a contact center platform in a public cloud model that enables quick and simple integration of AWS Contact Center Intelligence (AWS CCI) to transform the modern contact center from a cost center into a profit center. Save your configuration.

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AWS Machine Learning Blog

APRIL 18, 2024

It’s straightforward to deploy in your AWS account. Prerequisites You need to have an AWS account and an AWS Identity and Access Management (IAM) role and user with permissions to create and manage the necessary resources and components for this application. Everything you need is provided as open source in our GitHub repo.

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AWS Machine Learning Blog

AUGUST 28, 2023

As part of the 2023 Data Science Conference (DSCO 23), AWS partnered with the Data Institute at the University of San Francisco (USF) to conduct a datathon. Response from the event “This was a fun event, and a great way to work with others. I learned some Python coding in class but this helped make it real.

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MoorInsights for Forbes

DECEMBER 8, 2022

Principal Analyst, Fintech and Retail Tech Melody Brue dives in as last week, 50,000 people convened in Las Vegas, and another 300,000 gathered virtually around the world for AWS re: Invent, one of the most anticipated tech events of the year.

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AWS Machine Learning Blog

MARCH 30, 2023

Bundesliga and AWS have collaborated to perform an in-depth examination to study the quantification of achievements of Bundesliga’s keepers. How Keeper Efficiency is implemented This Bundesliga Match Fact consumes both event and positional data. This frame is used to synchronize the event data with the positional data.

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Data Science 101

DECEMBER 2, 2019

AWS re:Invent 2019 starts today. Parts of the event will be livestreamed , so you can watch from anywhere. It is a large learning conference dedicated to Amazon Web Services and Cloud Computing. Based upon the announcements last week , there will probably be a lot of focus around machine learning and deep learning.

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AWS Machine Learning Blog

FEBRUARY 6, 2024

Pharmaceutical companies sell a variety of different, often novel, drugs on the market, where sometimes unintended but serious adverse events can occur. These events can be reported anywhere, from hospitals or at home, and must be responsibly and efficiently monitored. The training job is built using the SageMaker PyTorch estimator.

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Flipboard

NOVEMBER 28, 2023

According to the NIST Risk Management Framework (NIST RMF), risk can be estimated as a multiplicative measure of an event’s probability of occurring timed by the magnitudes of the consequences of the corresponding event. The process can then be repeated to generate a rating for any remaining residual risk per event.

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Flipboard

JULY 28, 2023

Sports fans continue to seek a dynamic viewing experience whenever they decide to tune into a live sporting event. The advancements in technology have only raised expectations. Creative uses of graphics, on-demand game data and video replays and highlights are just some of the ways a broadcast can …

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AWS Machine Learning Blog

FEBRUARY 7, 2024

In the first post of this three-part series, we presented a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. Prerequisites The following are prerequisite steps for this solution: Sign up for an AWS account.

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AWS Machine Learning Blog

MAY 24, 2023

In this three-part series, we present a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. Source: Equifax) Part 1 of this series discusses the most common challenges associated with the manual lending process.

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AWS Machine Learning Blog

SEPTEMBER 12, 2023

This includes valuable information such as events, errors, and user interactions that would aid an application developer or an operations support engineer to debug and provide support. You can confirm that the trigger has been configured to subscribe to log events from the log group /applicationlogs.

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ODSC - Open Data Science

AUGUST 3, 2023

ML for Big Data with PySpark on AWS, Asynchronous Programming in Python, and the Top Industries for AI Harnessing Machine Learning on Big Data with PySpark on AWS In this brief tutorial, you’ll learn some basics on how to use Spark on AWS for machine learning, MLlib, and more.

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AWS Machine Learning Blog

AUGUST 1, 2023

With the power of state-of-the-art techniques, the creative agency can support their customer by using generative AI models within their secure AWS environment. AWS has also developed hardware and chips using AWS Inferentia2 for high performance at the lowest cost for generative AI inference.

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AWS Machine Learning Blog

JANUARY 26, 2024

We also discuss common security concerns that can undermine trust in AI, as identified by the Open Worldwide Application Security Project (OWASP) Top 10 for LLM Applications , and show ways you can use AWS to increase your security posture and confidence while innovating with generative AI.

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Dataconomy

FEBRUARY 20, 2024

The outage originated from our partner AWS and took down Wyze devices for several hours early Friday morning. If you tried to view live cameras or Events during that time, you likely weren’t able to. The outage originated from our partner AWS and took down Wyze devices for several hours early Friday morning.

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AWS Machine Learning Blog

JANUARY 10, 2024

In this post, we discuss how the AWS AI/ML team collaborated with the Merck Human Health IT MLOps team to build a solution that uses an automated workflow for ML model approval and promotion with human intervention in the middle. EventBridge monitors status change events to automatically take actions with simple rules.

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