KDnuggets

NOVEMBER 18, 2021

This is the guide on how to build a serverless data pipeline on AWS with a Machine Learning model deployed as a Sagemaker endpoint.

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AWS Machine Learning Blog

JULY 8, 2024

Eviden is an AWS Premier partner , bringing together 47,000 world-class talents and expanding the possibilities of data and technology across the digital continuum, now and for generations to come. We complement individual learning with hands-on opportunities, including Immersion Days , Gamedays , and using AWS DeepRacer.

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AWS Machine Learning Blog

OCTOBER 14, 2024

In this post, we show how to create a multimodal chat assistant on Amazon Web Services (AWS) using Amazon Bedrock models, where users can submit images and questions, and text responses will be sourced from a closed set of proprietary documents. For this post, we recommend activating these models in the us-east-1 or us-west-2 AWS Region.

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Smart Data Collective

NOVEMBER 7, 2022

Gartner conducted a survey of nearly 270 tech company leaders, which showed that cloud technology was the biggest investment for innovation in 2021. One of the best known options is Amazon Web Services (AWS). What is Amazon Web Services (AWS)? AWS is a collection of remote computing services (or web services). AWS Lambda.

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AWS Machine Learning Blog

NOVEMBER 29, 2024

You can use open-source libraries, or the AWS managed Large Model Inference (LMI) deep learning container (DLC) to dynamically load and unload adapter weights. Prerequisites To run the example notebooks, you need an AWS account with an AWS Identity and Access Management (IAM) role with permissions to manage resources created.

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O'Reilly Media

SEPTEMBER 15, 2021

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. Cloud certifications, specifically in AWS and Microsoft Azure, were most strongly associated with salary increases. The top certification was for AWS (3.9% Salaries were lower regardless of education or job title.

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KDnuggets

NOVEMBER 18, 2021

To guide you in becoming a data-driven organization, AWS Data Exchange has created a new eBook, 101 Ways to Use Third-Party Data to Make Smarter Decisions. Learn how to transform the ‘currency’ of data into actionable business insights.

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AWS Machine Learning Blog

MARCH 4, 2024

Looking back to 2021, when Anthropic first started building on AWS, no one could have envisioned how transformative the Claude family of models would be. In addition, proprietary data is never exposed to the public internet, never leaves the AWS network, is securely transferred through VPC, and is encrypted in transit and at rest.

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AWS Machine Learning Blog

OCTOBER 5, 2023

In this post, we walk through how to fine-tune Llama 2 on AWS Trainium , a purpose-built accelerator for LLM training, to reduce training times and costs. We review the fine-tuning scripts provided by the AWS Neuron SDK (using NeMo Megatron-LM), the various configurations we used, and the throughput results we saw.

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AWS Machine Learning Blog

DECEMBER 7, 2023

In this post, we describe the end-to-end workforce management system that begins with location-specific demand forecast, followed by courier workforce planning and shift assignment using Amazon Forecast and AWS Step Functions. AWS Step Functions automatically initiate and monitor these workflows by simplifying error handling.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

Founded in 2021, ThirdAI Corp. In this post, we investigate of potential for the AWS Graviton3 processor to accelerate neural network training for ThirdAI’s unique CPU-based deep learning engine. Instance types For our evaluation, we considered two comparable AWS CPU instances: a c6i.8xlarge 8xlarge powered by AWS Graviton3.

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KDnuggets

NOVEMBER 10, 2021

Join this webinar, Nov 11, to learn how leveraging third-party financial services data can facilitate faster, intelligence-based decision-making that propels your company's business outcomes and digital transformation.

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AWS Machine Learning Blog

DECEMBER 4, 2023

In this post, we explain how we built an end-to-end product category prediction pipeline to help commercial teams by using Amazon SageMaker and AWS Batch , reducing model training duration by 90%. An important aspect of our strategy has been the use of SageMaker and AWS Batch to refine pre-trained BERT models for seven different languages.

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AWS Machine Learning Blog

DECEMBER 12, 2023

In this post, we’ll summarize training procedure of GPT NeoX on AWS Trainium , a purpose-built machine learning (ML) accelerator optimized for deep learning training. M tokens/$) trained such models with AWS Trainium without losing any model quality. We’ll outline how we cost-effectively (3.2 billion in Pythia. 2048 256 10.4

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Dataconomy

JANUARY 9, 2025

T-Mobile is facing a second lawsuit over a 2021 data breach that affected 80 million users. T-Mobile faces second lawsuit over 2021 data breach Ferguson stated that T-Mobile had years to “fix key vulnerabilities” and accused the company of not taking adequate action to secure its systems.

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Tableau

MARCH 8, 2022

InterWorks AMER was our top Reseller for 2021 in terms of partner revenue, net new customer acquisition, and renewal rate. Impactful Technology Solution of the Year: AWS. In addition to MCA, AWS also partners with Tableau to help our global community. Amazing work—congratulations AWS! Global Partner Awards.

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AWS Machine Learning Blog

FEBRUARY 25, 2025

This post shows how to configure an Amazon Q Business custom connector and derive insights by creating a generative AI-powered conversation experience on AWS using Amazon Q Business while using access control lists (ACLs) to restrict access to documents based on user permissions.

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KDnuggets

NOVEMBER 8, 2021

Learn how PayPal, AWS, Intel, Accenture, MIT and Stanford apply experimentation to build better AI at the free SigOpt AI & HPC Summit.

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Tableau

MARCH 8, 2022

InterWorks AMER was our top Reseller for 2021 in terms of partner revenue, net new customer acquisition, and renewal rate. Impactful Technology Solution of the Year: AWS. In addition to MCA, AWS also partners with Tableau to help our global community. Amazing work—congratulations AWS! Global Partner Awards.

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AWS Machine Learning Blog

SEPTEMBER 18, 2024

As an early adopter of large language model (LLM) technology, Zeta released Email Subject Line Generation in 2021. In addition to its groundbreaking AI innovations, Zeta Global has harnessed Amazon Elastic Container Service (Amazon ECS) with AWS Fargate to deploy a multitude of smaller models efficiently.

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AWS Machine Learning Blog

APRIL 7, 2025

Virginia) AWS Region. Prerequisites To try the Llama 4 models in SageMaker JumpStart, you need the following prerequisites: An AWS account that will contain all your AWS resources. An AWS Identity and Access Management (IAM) role to access SageMaker AI. The example extracts and contextualizes the buildspec-1-10-2.yml

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Towards AI

AUGUST 10, 2023

PC Magazine: # 4 Companies Control 67% of the World’s Cloud Infrastructure Amazon Web Services: The Swiss Army Knife Approach With its vast array of cloud infrastructure offerings and unrivaled scale, Amazon Web Services (AWS) has firmly established itself as the dominant player in the space. Enter Amazon Bedrock, launched in April 2023.

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KDnuggets

NOVEMBER 10, 2021

Data Scientist Career Path: from Novice to First Job; Understand Neural Networks from a Bayesian Perspective; The Best Ways for Data Professionals to Market AWS Skills; Build Your Own Automated Machine Learning App.

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Data Scientist Machine Learning Machine Learning AWS 202

Hacker News

FEBRUARY 27, 2023

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AWS 94

Flipboard

DECEMBER 18, 2024

Amazon OpenSearch Service Amazon OpenSearch Service is a fully managed service that simplifies the deployment, operation, and scaling of OpenSearch in the AWS Cloud to provide powerful search and analytics capabilities. A poor initial retrieval can limit the effectiveness of even the most sophisticated re-ranking algorithms.

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AWS Machine Learning Blog

MAY 10, 2023

Given the importance of Jupyter to data scientists and ML developers, AWS is an active sponsor and contributor to Project Jupyter. In parallel to these open-source contributions, we have AWS product teams who are working to integrate Jupyter with products such as Amazon SageMaker.

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AWS Machine Learning Blog

MARCH 1, 2023

In this post, we share how Kakao Games and the Amazon Machine Learning Solutions Lab teamed up to build a scalable and reliable LTV prediction solution by using AWS data and ML services such as AWS Glue and Amazon SageMaker. It was launched in June 2021 and has been ranked within the top three in revenue in Korea.

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KDnuggets

NOVEMBER 10, 2021

Data Scientist Career Path: from Novice to First Job; Understand Neural Networks from a Bayesian Perspective; The Best Ways for Data Professionals to Market AWS Skills; Build Your Own Automated Machine Learning App.

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AWS Machine Learning Blog

DECEMBER 18, 2023

At AWS, we remain committed to harnessing AI responsibly, working hand in hand with our customers to develop and use AI systems with safety, fairness, and security at the forefront. About the authors Swami Sivasubramanian is Vice President of Data and Machine Learning at AWS.

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Tableau

MAY 27, 2021

May 27, 2021 - 2:29pm. May 27, 2021. Dylan Tong, Global Segment Lead Architect, AI Augmented Analytics, AWS. We want to help our Tableau and AWS customers democratize data science so that more people can benefit from the power of AI-driven analytics. Credit: AWS Partner Network. Kristin Adderson.

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AWS Machine Learning Blog

JANUARY 6, 2023

The recently published IDC MarketScape: Asia/Pacific (Excluding Japan) AI Life-Cycle Software Tools and Platforms 2022 Vendor Assessment positions AWS in the Leaders category. The company had to be among the top 15 vendors by the reported revenues of 2020–2021 in the APEJ region, according to IDC’s AI Software Tracker. AWS position.

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AWS Machine Learning Blog

MARCH 30, 2023

Since Steffen Baumgart took over as coach at FC Köln in 2021, the team has managed to lift themselves from the bottom and has established a steady position in the middle of the table. The new Bundesliga Match Fact is the result of an in-depth analysis by a team of football experts and data scientists from the Bundesliga and AWS.

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AWS Machine Learning Blog

JANUARY 13, 2023

To mitigate these challenges, we propose a federated learning (FL) framework, based on open-source FedML on AWS, which enables analyzing sensitive HCLS data. In this two-part series, we demonstrate how you can deploy a cloud-based FL framework on AWS. For Account ID , enter the AWS account ID of the owner of the accepter VPC.

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Alation

DECEMBER 14, 2021

Alation recently attended AWS re:invent 2021 … in person! AWS Keynote: “Still Early Days” for Cloud. Adam Selipsky, CEO of AWS, brought this energy in his opening keynote, welcoming a packed room and looking back on the progress of AWS. Re:Invent 2021 Keynote by AWS CEO Adam Selipsky.

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AWS Machine Learning Blog

SEPTEMBER 25, 2024

After the documents are successfully copied to the S3 bucket, the event automatically invokes an AWS Lambda The Lambda function invokes the Amazon Bedrock knowledge base API to extract embeddings—essential data representations—from the uploaded documents. Choose the AWS Region where you want to create the bucket. Choose Create bucket.

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Tableau

NOVEMBER 24, 2019

November 16, 2021. Modern Cloud Analytics (MCA) combines the resources, technical expertise, and data knowledge of Tableau, Amazon Web Services (AWS) , and our respective partner networks to help organizations maximize the value of their end-to-end data and analytics investments. Jason Dudek. Senior Partner Development Manager.

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Tableau

NOVEMBER 24, 2019

November 16, 2021. Modern Cloud Analytics (MCA) combines the resources, technical expertise, and data knowledge of Tableau, Amazon Web Services (AWS) , and our respective partner networks to help organizations maximize the value of their end-to-end data and analytics investments. Jason Dudek. Senior Partner Development Manager.

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Tableau AWS Analytics Analytics 52