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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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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Mlearning.ai

FEBRUARY 22, 2023

We may use AWS SageMaker to preprocess data, train model and make inferences. In this tutorial, I would like to show you a step-by-step method on how to connect AWS SageMaker with the Snowflake environment. But it’s good practice to have a service account that we can store in AWS either in secret key or parameter store.

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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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KDnuggets

DECEMBER 7, 2021

A lot of missing values in the dataset can affect the quality of prediction in the long run. Several methods can be used to fill the missing values and Datawig is one of the most efficient ones.

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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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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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Mlearning.ai

DECEMBER 22, 2023

You can jump AWS authentication steps if you're already in AWS 's environment. Fine-Tune Mixtral with QLoRA on Sagemaker For reducing the memory footprint of our training job, we will use QLoRA , a method introduced by Microsoft Research in 2021. </s> Finally, we can chunk and upload our dataset to S3.

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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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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

MARCH 30, 2023

Not only was he widely considered the top-rated goalkeeper in the league during the 2021/22 season, but he also held that title back in 2018/19 when Eintracht Frankfurt reached the Europa League semifinals. The BMF logic itself (except for the ML model) runs on an AWS Fargate container.

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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

Hacker News

FEBRUARY 27, 2023

Comments (..)

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AWS 94

Tableau

NOVEMBER 24, 2019

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. Core product integration and connectivity between Tableau and AWS.

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Tableau AWS Analytics Analytics 52

AWS Machine Learning Blog

MARCH 1, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. billion for 2021, 2022, and 2023. billion for 2021, 2022, and 2023. billion for 2021, 2022, and 2023. billion for 2021, 2022, and 2023. pdf" } }, "score": 0.6389407 }, { "content": { "text": ".amortization

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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 216

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

APRIL 9, 2024

In the following sections, we explain how you can use these features with either the AWS Management Console or SDK. We ask “What was the Amazon’s revenue in 2019 and 2021?” For this example, the query is “What was the Amazon’s revenue in 2019 and 2021?” Suyin Wang is an AI/ML Specialist Solutions Architect at AWS.

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AWS Machine Learning Blog

DECEMBER 12, 2023

The launch of ChatGPT and rise in popularity of generative AI have captured the imagination of customers who are curious about how they can use this technology to create new products and services on AWS, such as enterprise chatbots, which are more conversational. Optionally, deploy the application using AWS Amplify. Choose Deploy.

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AWS Machine Learning Blog

OCTOBER 24, 2023

NATIVE VISUAL VOICEMAIL DIALER FEATURING VOICEMAIL TO TEXT TRANSLATE FEATURE – ALL MODELS The history Two years ago, in 2021, T-Mobile engineering teams partnered with AWS to launch a new AI-powered feature called Voicemail to Text with automatic language detection and to improve quality and performance for customers.

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AWS Machine Learning Blog

FEBRUARY 6, 2024

In 2021, the pharmaceutical industry generated $550 billion in US revenue. We implemented the solution using the AWS Cloud Development Kit (AWS CDK). As always, AWS welcomes your feedback. About the authors Zack Peterson is a data scientist in AWS Professional Services.

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Mlearning.ai

MARCH 15, 2023

Image by author AWS exam question — part 1 That’s correct! Image by author AWS exam question — part 2 Also … correct … Wait, am I out of a job now??? Image by author Image by author Current events It still has the knowledge cutoff from September 2021, tho. Can anyone confirm if this is correct, by the way?

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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 Analytics Analytics 112

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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AWS Machine Learning Blog

APRIL 8, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. You can query using either the AWS Management Console or SDK. If you want to follow along in your own AWS account, download the file. Virginia) and US West (Oregon). Choose the knowledge base you created.

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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 AWS Machine Learning Machine Learning 173

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 AWS Machine Learning Machine Learning 154

Tableau

MARCH 9, 2021

March 9, 2021 - 11:04pm. March 10, 2021. Accenture EMEA has been and continues to invest in developing brand-new solutions to serve our mutual customers in banking, manufacturing, healthcare, and communications, and we look forward to continued success in 2021. Impactful Technology Solution of the Year: AWS.

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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 114

Tableau

OCTOBER 11, 2021

October 11, 2021 - 5:30pm. October 21, 2021. We are just weeks away from Tableau Conference and the ultimate visualization showdown —Iron Viz 2021—where three fierce contestants will take the virtual stage for an intense lightning round of live viz-tastic storytelling. . Meet the 2021 Iron Viz Finalists. Ateken Abla.

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Tableau

OCTOBER 11, 2021

October 11, 2021 - 5:30pm. October 21, 2021. We are just weeks away from Tableau Conference and the ultimate visualization showdown —Iron Viz 2021—where three fierce contestants will take the virtual stage for an intense lightning round of live viz-tastic storytelling. . Meet the 2021 Iron Viz Finalists. Ateken Abla.

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Tableau Data Visualization AWS 52

Tableau

MARCH 9, 2021

09/03/2021 - 11:04. March 10, 2021. Accenture EMEA has been and continues to invest in developing brand-new solutions to serve our mutual customers in banking, manufacturing, healthcare, and communications, and we look forward to continued success in 2021. Impactful Technology Solution of the Year: AWS. Julie Bennani.

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Tableau AWS Data Warehouse SQL 52

Towards AI

APRIL 4, 2024

and AWS via Coursera. This process is known as inference. LLM Inference — Source: Image by Author Recommendation : An excellent course “Generative AI using Large Language Models" is offered by DeepLearning.ai I’ve prepared notes on this course that you can download.

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AI AI Python Artificial Intelligence 90

Console DevTools podcast

SEPTEMBER 8, 2021

Recorded: 2021-08-19. We only include things that would be of interest to experienced developers and do not accept payment for product inclusion. Read our selection criteria. Cue (open source data validation language) & Leapp (manage cloud access credentials), a devtools discussion with David Mytton and Jean Yang.

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AWS 40

Dataconomy

APRIL 26, 2023

million in funding, with its most recent funding coming from a seed round in December 2021. Amazon Web Services (AWS): As a major player in the cloud computing market, AWS is well positioned to offer a variety of edge computing solutions, including AWS IoT Greengrass, which extends AWS to the edge of the network.

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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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