AWS Machine Learning Blog

JANUARY 17, 2024

Today, we’re excited to announce the availability of Llama 2 inference and fine-tuning support on AWS Trainium and AWS Inferentia instances in Amazon SageMaker JumpStart. In this post, we demonstrate how to deploy and fine-tune Llama 2 on Trainium and AWS Inferentia instances in SageMaker JumpStart.

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AWS Machine Learning Blog

APRIL 16, 2024

Managing your Amazon Lex bots using AWS CloudFormation allows you to create templates defining the bot and all the AWS resources it depends on. AWS CloudFormation provides and configures those resources on your behalf, removing the risk of human error when deploying bots to new environments. Resources: # 1.

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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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Hacker News

AUGUST 18, 2023

For an industry that doesn’t do it for the money, we sure talk about money an awful lot in the world of startups.

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AWS Machine Learning Blog

MARCH 11, 2025

OpenAI launched GPT-4o in May 2024, and Amazon introduced Amazon Nova models at AWS re:Invent in December 2024. simple_w_condition Movie In 2016, which movie was distinguished for its visual effects at the oscars? Interested users are invited to try out FloTorch from AWS Marketplace or from GitHub.

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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. Principal Technologist at AWS.

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AWS Machine Learning Blog

JUNE 18, 2024

On December 6 th -8 th 2023, the non-profit organization, Tech to the Rescue , in collaboration with AWS, organized the world’s largest Air Quality Hackathon – aimed at tackling one of the world’s most pressing health and environmental challenges, air pollution. As always, AWS welcomes your feedback.

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AWS Machine Learning Blog

JULY 15, 2024

Faced with manual dubbing challenges and prohibitive costs, MagellanTV sought out AWS Premier Tier Partner Mission Cloud for an innovative solution. In the backend, AWS Step Functions orchestrates the preceding steps as a pipeline. Each step is run on AWS Lambda or AWS Batch. She received her Ph.D. After earning his Ph.D.

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AWS Machine Learning Blog

OCTOBER 10, 2023

Your data is not used to improve the base models, is not shared with third-party model providers, and stays entirely within your secure AWS environment. SageMaker JumpStart models can be started and deployed in your AWS account on demand and are automatically shut down after two hours of inactivity.

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AWS Machine Learning Blog

FEBRUARY 21, 2025

Prerequisites To create and run this compound AI system in your AWS account, complete the following prerequisites: Create an AWS account if you dont already have one. Cost considerations Consider the following costs from the solution deployed on AWS: You will incur charges for LLM inference on Amazon Bedrock.

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AWS Machine Learning Blog

JANUARY 31, 2024

Overview In 2016, a new era of innovation began when Mendix announced a strategic collaboration with AWS. By taking advantage of the robust cloud infrastructure of AWS, Mendix was able to provide a secure, scalable, and reliable solution for enterprises across the globe. Amazon Bedrock offers many ready-to-use AI models.

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AWS Machine Learning Blog

MARCH 31, 2023

Solution overview To tackle these challenges, the KYTC team reviewed several contact center solutions and collaborated with the AWS ProServe team to implement a cloud-based contact center and a virtual agent named Max. Amazon Lex and the AWS QnABot Amazon Lex is an AWS service for creating conversational interfaces.

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AWS Machine Learning Blog

NOVEMBER 9, 2023

In these two studies, commissioned by AWS, developers were asked to create a medical software application in Java that required use of their internal libraries. About the authors Qing Sun is a Senior Applied Scientist in AWS AI Labs and work on AWS CodeWhisperer, a generative AI-powered coding assistant.

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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. Metadata can be string, number, or Boolean. Virginia) and US West (Oregon).

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AWS Machine Learning Blog

JANUARY 12, 2023

AWS and Salesforce have been in a strategic partnership since 2016, and are working together to innovate on behalf of customers. In this post, we demonstrate how to link Salesforce and AWS in real time and use Amazon Translate from within Service Cloud. This solution has the following prerequisites: An AWS account.

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Data Science Blog

NOVEMBER 15, 2023

I probably developed my first object-centric event log back in 2016 and used it for an industrial customer. on Microsoft Azure, AWS, Google Cloud Platform or SAP Dataverse) significantly improve data utilization and drive effective business outcomes. I did not call it object-centric but dynamic data model. Click to enlarge!

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AWS Machine Learning Blog

NOVEMBER 16, 2023

Both the images and tabular data discussed in this post were originally made available and published to GitHub by Ahmed and Moustafa (2016). Similarly, any AWS resources you invoke through SageMaker Data Wrangler will need similar allow permissions. How would you assess the home’s value from these images? b64encode(bytearray(image)).decode()

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AWS Machine Learning Blog

SEPTEMBER 11, 2024

Examples of other PBAs now available include AWS Inferentia and AWS Trainium , Google TPU, and Graphcore IPU. The AWS P5 EC2 instance type range is based on the NVIDIA H100 chip, which uses the Hopper architecture. In November 2023, AWS announced the next generation Trainium2 chip.

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AWS Machine Learning Blog

MARCH 28, 2024

News CommonCrawl is a dataset released by CommonCrawl in 2016. News CommonCrawl SEC Filing Coverage 2016-2022 1993-2022 Size 25.8 Currently he helps customers in financial service build machine learning solutions on AWS. Raghvender Arni leads the Customer Acceleration Team (CAT) within AWS Industries. billion words 5.1

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AWS Machine Learning Blog

MARCH 29, 2023

Input data is streamed from the plant via OPC-UA through SiteWise Edge Gateway in AWS IoT Greengrass. During the prototyping phase, HAYAT HOLDING deployed models to SageMaker hosting services and got endpoints that are fully managed by AWS. Take advantage of industry-specific innovations and solutions using AWS for Industrial.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

You’ll need access to an AWS account with an access key or AWS Identity and Access Management (IAM) role with permissions to Amazon Bedrock and Amazon Location. You may need to run aws configure --profile and set a default Region; this application was tested using us-east-1. aws:/root/.aws

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AWS Machine Learning Blog

FEBRUARY 28, 2023

AWS provides the most complete set of services for the entire end-to-end data journey for all workloads, all types of data, and all desired business outcomes. The high-level steps involved in the solution are as follows: Use AWS Step Functions to orchestrate the health data anonymization pipeline.

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Towards AI

MAY 3, 2023

In linguistics, ironically, Chomsky’s approach to human language acquisition and linguistic cognition has become the topic of energetic debate (as Steven Pinker noted in 2016, enthusiastic linguistics researchers have purportedly “slain the king” for 50 years). We can avoid this frustrating dynamic.

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Towards AI

AUGUST 8, 2024

Other Cloud Providers: TensorFlow works well with other cloud platforms such as AWS and Azure, supporting scalable deployment and training in cloud environments. What is PyTorch PyTorch is an open-source deep learning framework developed by Facebook and released in 2016. So, let’s take a look at PyTorch.

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IBM Journey to AI blog

NOVEMBER 2, 2023

These tech pioneers were looking for ways to bring Google’s internal infrastructure expertise into the realm of large-scale cloud computing and also enable Google to compete with Amazon Web Services (AWS)—the unrivaled leader among cloud providers at the time.

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ODSC - Open Data Science

OCTOBER 4, 2024

He is a member of the National Academy of Engineering and the American Academy of Arts and Sciences, and recipient of the 2001 IEEE Kanai Award for Distributed Computing and the 2016 ACM Software Systems Award. Previously, Ali was the Head of Machine Learning & Worldwide TechLeader for AWS AI / ML specialist solution architects.

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Tableau

JANUARY 11, 2021

We first introduced the Snowflake connector for Tableau in 2016, and in the last two years, we’ve seen more than 600% growth in our joint customer base—a testament to the myriad of improvements to our connectivity and partnership with Snowflake. Most recently with Tableau 2020.4,

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AWS Machine Learning Blog

NOVEMBER 21, 2023

a proposal to establish an annual International Day of Light The final report of IYL 2015 was delivered to UNESCO in Paris (IDL) as an extension of the highly successful International Year of during a special meeting in October 2016. She is focused on building machine learning–based services for AWS customers.

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AWS Machine Learning Blog

JULY 25, 2024

SharePoint Server 2016, SharePoint Server 2019, and SharePoint Server Subscription Edition are the active SharePoint Server releases. The web application that the user uses to retrieve answers would be connected to an IdP or AWS IAM Identity Center. SharePoint Server is a locally hosted platform that your company owns and operates.

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phData

NOVEMBER 8, 2024

2016 - Apache Hudi Originally developed at Uber, Hudi introduced a format that allowed upserts (inserts and updates) on data lakes, supporting use cases with frequent data modifications, such as CDC (Change Data Capture). However, they lacked support for transactional features, like updates and ACID compliance.

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DagsHub

JULY 25, 2024

Further Reading TensorFlow Documentation TensorFlow Tutorials PyTorch PyTorch, developed by Facebook's AI Research Lab (FAIR) , was released in 2016. Founded in 2016, HuggingFace has strongly impacted the field of NLP with its easy-to-use APIs and pre-trained models.

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IBM Journey to AI blog

SEPTEMBER 11, 2023

Db2 can run on Red Hat OpenShift and Kubernetes environments, ROSA & EKS on AWS, and ARO & AKS on Azure deployments. In 2016, Db2 for z/OS moved to a continuous delivery model that provides new capabilities and enhancements through the service stream in just weeks (and sometimes days) instead of multi-year release cycles.

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ODSC - Open Data Science

SEPTEMBER 22, 2023

Before founding Gretel, he launched Harvest.ai, a security startup that leveraged NLP and AI to protect cloud data, which was acquired by Amazon in 2016. At AWS, he pioneered Macie, one of the company’s leading security services.

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AWS Machine Learning Blog

APRIL 18, 2023

Inference example Output from GPT-J 6B Before Fine-Tuning Output from GPT-J 6B After Fine-Tuning This Form 10-K report shows that This Form 10-K report shows that: The Companys net income attributable to the Company for the year ended December 31, 2016 was $3,923,000, or $0.21 per diluted share, compared to $3,818,000, or $0.21

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Tableau

JANUARY 11, 2021

We first introduced the Snowflake connector for Tableau in 2016, and in the last two years, we’ve seen more than 600% growth in our joint customer base—a testament to the myriad of improvements to our connectivity and partnership with Snowflake. Most recently with Tableau 2020.4,

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AWS Machine Learning Blog

JULY 13, 2023

arXiv preprint arXiv:1609.04836 (2016). [3] International Conference on Machine Learning. PMLR, 2018. [2] 2] Keskar, Nitish Shirish, et al. “On On large-batch training for deep learning: Generalization gap and sharp minima.” 3] Dai, Wei, et al. Toward understanding the impact of staleness in distributed machine learning.”

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Mlearning.ai

JULY 9, 2023

⏱️Performance benchmarking Let’s try it on Kaggle competition dataset based on the 2016 NYC Yellow Cab trip record data and see the numbers using different libraries. Automatic query optimization in lazy mode. Streaming to work with larger-than-memory datasets. pip isntall pandas # pandas==2.0.3 %pip pip install polars # polars==0.18.4 %pip

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