AWS Machine Learning Blog

OCTOBER 21, 2024

However, customers who want to deploy LLMs in their own self-managed workflows for greater control and flexibility of underlying resources can use these LLMs optimized on top of AWS Inferentia2-powered Amazon Elastic Compute Cloud (Amazon EC2) Inf2 instances. Main components The following are the main components of the solution.

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IBM Journey to AI blog

MAY 26, 2023

Cloud is transforming the way life sciences organizations are doing business. Cloud computing offers the potential to redefine and personalize customer relationships, transform and optimize operations, improve governance and transparency, and expand business agility and capability.

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AWS Machine Learning Blog

MARCH 14, 2024

Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies. You can use AWS PrivateLink with Amazon Bedrock to establish private connectivity between your FMs and your VPC without exposing your traffic to the internet.

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Data Science Blog

NOVEMBER 15, 2023

The Event Log Data Model for Process Mining Process Mining as an analytical system can very well be imagined as an iceberg. SAP ERP), the extraction of the data and, above all, the data modeling for the event log. This aspect can be applied well to Process Mining, hand in hand with BI and AI.

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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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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. Cloud accounts for less than 5% of global IT spending , according to estimates.

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AWS Machine Learning Blog

MAY 1, 2024

Virginia) AWS Region. The diagram details a comprehensive AWS Cloud-based setup within a specific Region, using multiple AWS services. Queries made through this interface activate the AWS Lambda Invocation function, which interfaces with an agent. file for deploying the solution using the AWS CDK.

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AWS Machine Learning Blog

MAY 7, 2024

Solution overview The entire infrastructure of the solution is provisioned using the AWS Cloud Development Kit (AWS CDK), which is an infrastructure as code (IaC) framework to programmatically define and deploy AWS resources. AWS CDK version 2.0

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IBM Journey to AI blog

FEBRUARY 6, 2024

It’s hard to imagine a business world without cloud computing. There would be no e-commerce, remote work capabilities or the IT infrastructure framework needed to support emerging technologies like generative AI and quantum computing. What is cloud computing?

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Pickl AI

AUGUST 27, 2024

Introduction As the use of cloud computing skyrockets, there has been a steady rise in serverless computing. In this blog, we will delve into the world of serverless computing, exploring its definition, benefits, use cases, challenges, practical implementations, and the future outlook.

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AWS Machine Learning Blog

AUGUST 8, 2023

Amazon SageMaker offers several ways to run distributed data processing jobs with Apache Spark, a popular distributed computing framework for big data processing. Finally, you can run Spark applications by connecting Studio notebooks with Amazon EMR clusters , or by running your Spark cluster on Amazon Elastic Compute Cloud (Amazon EC2).

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AWS Machine Learning Blog

DECEMBER 13, 2023

The built-in project templates provided by Amazon SageMaker include integration with some of third-party tools, such as Jenkins for orchestration and GitHub for source control, and several utilize AWS native CI/CD tools such as AWS CodeCommit , AWS CodePipeline , and AWS CodeBuild. An AWS account.

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IBM Journey to AI blog

DECEMBER 1, 2023

Public cloud is a form of cloud computing where a third-party cloud service provider (CSP)—e.g., Amazon Web Services (AWS), Google Cloud Services, IBM Cloud or Microsoft Azure)—hosts public cloud resources like individual virtual machines (VM) and services over the public internet.

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IBM Journey to AI blog

AUGUST 6, 2024

Serverless, or serverless computing, is an approach to software development that empowers developers to build and run application code without having to worry about maintenance tasks like installing software updates, security, monitoring and more. Despite its name, a serverless framework doesn’t mean computing without servers.

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Dataconomy

JUNE 16, 2023

Any organization’s cybersecurity plan must include data loss prevention (DLP), especially in the age of cloud computing and software as a service (SaaS). A cloud DLP solution for SaaS powered by AI is offered by Gamma AI. Gamma AI’s mission is to offer SaaS companies a cloud DLP solution powered by AI.

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ODSC - Open Data Science

OCTOBER 22, 2024

ODSC West 2024 this October 29th-31st in San Francisco is set to be a landmark event in the world of artificial intelligence and data science. Here’s a glimpse of the companies and innovators you won’t want to miss at this exciting event. IBM: Showcasing their latest advancements in AI and quantum computing.

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AWS Machine Learning Blog

OCTOBER 26, 2023

Prerequisites To try out the Amazon Kendra connector for Drupal using this post as a reference, you need the following: An AWS account with privileges to create AWS Identity and Access Management (IAM) roles and policies. Basic knowledge of AWS and working knowledge of Drupal administration. Then complete the following steps.

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Data Science Dojo

JULY 3, 2024

Big Data Technologies : Handling and processing large datasets using tools like Hadoop, Spark, and cloud platforms such as AWS and Google Cloud. Cloud Computing : Utilizing cloud services for data storage and processing, often covering platforms such as AWS, Azure, and Google Cloud.

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IBM Journey to AI blog

DECEMBER 20, 2023

To capture the most value from hybrid cloud, business and IT leaders must develop a solid hybrid cloud strategy supporting their core business objectives. Public cloud infrastructure is a type of cloud computing where a third-party cloud service provider (e.g.,

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IBM Journey to AI blog

AUGUST 12, 2024

Also, with spending on cloud services expected to double in the next four years , both serverless and microservices instances should grow rapidly since they are widely used in cloud computing environments. Microservices applications often have their own stack that includes a database and database management model.

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AWS Machine Learning Blog

NOVEMBER 16, 2023

This is a joint blog with AWS and Philips. Since 2014, the company has been offering customers its Philips HealthSuite Platform, which orchestrates dozens of AWS services that healthcare and life sciences companies use to improve patient care.

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ODSC - Open Data Science

MAY 5, 2023

By using cloud computing, you can easily address a lot of these issues, as many data science cloud options have databases on the cloud that you can access without needing to tinker with your hardware. What makes AWS special is its market share, range of databases, and flexible pricing.

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Data Science Blog

JUNE 21, 2023

Cloud-Based infrastructure with process mining? Depending on the data strategy of one organization, one cost-effective approach to process mining could be to leverage cloud computing resources. By utilizing these services, organizations can store large volumes of event data without incurring substantial expenses.

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AWS Machine Learning Blog

JULY 17, 2023

With cloud computing, as compute power and data became more available, machine learning (ML) is now making an impact across every industry and is a core part of every business and industry. Amazon Redshift is a fully managed, fast, secure, and scalable cloud data warehouse.

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AWS Machine Learning Blog

OCTOBER 14, 2024

In this post, the term region doesn’t refer to an AWS Region , but rather to a business-defined region. About the authors Ram Vittal is a Principal ML Solutions Architect at AWS. He has over 3 decades of experience architecting and building distributed, hybrid, and cloud applications.

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Precisely

NOVEMBER 8, 2023

Through cloud native technology, autoscaling is an attribute which allows the infrastructure to deploy more compute as needed to meet the workload but importantly, scale back down if the workload demand decreases, avoiding wasted resources and spend. Multitenant by design Multitenancy is a must for any cloud-based technology.

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Smart Data Collective

AUGUST 17, 2022

Hence you can use your cloud provider’s tools which may offer you the ability to create jobs that will extract and transform the data apart from also offering you the advantage of loading the ETL data. Then you can use various cloud tools to extract the data for further processing. Step 2: Create a Data Catalog table.

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AWS Machine Learning Blog

NOVEMBER 6, 2024

Transcribe audio with Amazon Transcribe In this case, we use an AWS re:Invent 2023 technical talk as a sample. This was driven by strong operational performance across all three reportable segments (North America, International, and AWS) and better-than-expected operating leverage, including lower cost to serve. AWS revenue grew 17.2%

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ODSC - Open Data Science

FEBRUARY 6, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. Interested in attending an ODSC event? Learn more about our upcoming events here.

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AWS Machine Learning Blog

FEBRUARY 15, 2024

With the use of cloud computing, big data and machine learning (ML) tools like Amazon Athena or Amazon SageMaker have become available and useable by anyone without much effort in creation and maintenance. This code typically runs inside an AWS Lambda function.

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AWS Machine Learning Blog

DECEMBER 20, 2023

Because the models are hosted and deployed on AWS, you can rest assured that your data, whether used for evaluating or using the model at scale, is never shared with third parties. Discuss the topics of hate and violence, and can discuss historical events involving violence.nO2: Sexual Content.nShould notn- Engage in sexually explicit (i.e.,

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Dataconomy

MAY 23, 2023

Edge computing has the potential to revolutionize various industries by enabling new use cases and applications that require low-latency data processing, real-time analytics, and localized decision-making. Fast and real-time analysis: With edge computing, data can be analyzed and processed rapidly, enabling fast and real-time analysis.

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Precisely

JANUARY 25, 2024

Many organizations adopt a long-term approach, leveraging the relative strengths of both mainframe and cloud systems. This integrated strategy keeps a wide range of IT options open, blending the reliability of mainframes with the innovation of cloud computing. Real-time or near real-time replication is most common.

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IBM Journey to AI blog

NOVEMBER 13, 2023

As an open-source system, Kubernetes services are supported by all the leading public cloud providers, including IBM, Amazon Web Services (AWS), Microsoft Azure and Google. Large-scale app deployment Heavily trafficked websites and cloud computing applications receive millions of user requests each day.

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IBM Journey to AI blog

JANUARY 29, 2024

Your business needs to be prepared to handle such an event. It takes an organization’s on-premises data into a private cloud infrastructure and then connects it to a public cloud environment, hosted by a public cloud provider. Instead of purchasing more hardware, the organization shifted to a cloud-based strategy.

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Smart Data Collective

FEBRUARY 10, 2022

Netflix uses AWS cloud services for optimizing almost all of its services. The cloud services provided through AWS help with everything from video transcribing, analytics, data storage and much more. Many people want to watch their favorite sports programs through these cloud streaming services.

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The MLOps Blog

DECEMBER 7, 2022

The inherent cost of cloud computing : To illustrate the point, Argentina’s minimum wage is currently around 200 dollars per month. 2 To teach them how to use the stack considered best for them (mostly focusing on fundamentals of MLOps and AWS Sagemaker / Sagemaker Studio). The bad Let’s start with the not-so-cool first.

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