TechCrunch

MAY 19, 2022

When ZincSearch founder Prabhat Sharma worked as a solutions architect at AWS, he helped customers implement a lot of tools on top of AWS infrastructure services. He wanted to build something that was a modern alternative to that tool without some of the overhead he observed when he was at Amazon.

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TechCrunch

MARCH 29, 2022

But when a developer firm — at a scale — has to perform similar activities, they don’t often have — and in many cases, want to have — the required computing power at their disposal to run such tasks locally. We have built AWS for testers,” he said in an interview with TechCrunch.

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AWS Machine Learning - AI

APRIL 16, 2024

At AWS, our top priority is safeguarding the security and confidentiality of our customers’ workloads. With the AWS Nitro System , we delivered a first-of-its-kind innovation on behalf of our customers. The Nitro System is an unparalleled computing backbone for AWS, with security and performance at its core.

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Xebia

FEBRUARY 19, 2024

In this blog post, we examine the relative costs of different language runtimes on AWS Lambda. Many languages can be used with AWS Lambda today, so we focus on four interesting ones. Rust just came to AWS Lambda in November 2023 , so probably a lot of folks are wondering whether to try it out.

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Xebia

OCTOBER 24, 2024

Introduction In today’s data-driven world, business intelligence tools are indispensable for organizations aiming to make informed decisions. Implementing a version control system for AWS QuickSight can significantly enhance collaboration, streamline development processes, and improve the overall governance of BI projects.

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Dzone - DevOps

DECEMBER 25, 2024

AWS EC2 Autoscaling is frequently regarded as the ideal solution for managing fluctuating workloads. Nevertheless, depending exclusively on EC2 Autoscaling can result in inefficiencies, overspending, and performance issues. Although Autoscaling is an effective tool, it does not serve as a one-size-fits-all remedy.

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CIO

JANUARY 26, 2023

They’ve started adding better accounting tools and alarms that are triggered before the bills reach the stratosphere. See Azure Cost Management , Google Cloud Cost Management , and AWS Cloud Financial Management tools for the big three clouds. What follows is an alphabetical list of the best cloud cost tracking tools.

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AWS Machine Learning - AI

NOVEMBER 6, 2024

AWS provides a powerful set of tools and services that simplify the process of building and deploying generative AI applications, even for those with limited experience in frontend and backend development. Choose the us-east-1 AWS Region from the top right corner. Choose Manage model access.

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AWS Machine Learning - AI

MARCH 4, 2024

It enables customers to leverage a variety of high-performing FMs, such as the Claude family of models by Anthropic, to build custom generative AI applications. 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.

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Xebia

JANUARY 18, 2024

Deploy Secure Public Web Endpoints Welcome to Building Resilient Public Networking on AWS—our comprehensive blog series on advanced networking strategies tailored for regional evacuation, failover, and robust disaster recovery. We laid the groundwork for understanding the essentials that underpin the forthcoming discussions.

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AWS Machine Learning - AI

JULY 3, 2024

To solve this problem, this post shows you how to apply AWS services such as Amazon Bedrock , AWS Step Functions , and Amazon Simple Email Service (Amazon SES) to build a fully-automated multilingual calendar artificial intelligence (AI) assistant. Iterate through the action-plan list and perform step 6 for each item.

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Xebia

JANUARY 8, 2024

The cloud, particularly Amazon Web Services (AWS), has made storing vast amounts of data more uncomplicated than ever before. S3 Storage Undoubtedly, anyone who uses AWS will inevitably encounter S3, one of the platform’s most popular storage services. The following table gives you an overview of AWS storage costs.

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AWS Machine Learning - AI

JULY 31, 2024

Amazon Web Services (AWS) is committed to supporting the development of cutting-edge generative artificial intelligence (AI) technologies by companies and organizations across the globe. Let’s dive in and explore how these organizations are transforming what’s possible with generative AI on AWS.

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CIO

NOVEMBER 22, 2024

But without a strategic approach, you could not only miss out on the promise of this powerful tool, but also drain time, energy, and resources away from other mission-critical initiatives across your organization. Their conversation started, like so many around generative AI, with an overview of especially high-impact use cases.

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AWS Machine Learning - AI

NOVEMBER 26, 2024

AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment. If you don’t have them installed, follow the instructions provided for each tool.

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AWS Machine Learning - AI

DECEMBER 24, 2024

However, companies are discovering that performing full fine tuning for these models with their data isnt cost effective. In addition to cost, performing fine tuning for LLMs at scale presents significant technical challenges. To learn more about Trainium chips and the Neuron SDK, see Welcome to AWS Neuron.

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AWS Machine Learning - AI

JULY 24, 2024

This post is a joint collaboration between Salesforce and AWS and is being cross-published on both the Salesforce Engineering Blog and the AWS Machine Learning Blog. Because they were already using AWS for inference for their smaller predictive models, they were looking to extend the Einstein platform to help them host CodeGen.

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AWS Machine Learning - AI

NOVEMBER 13, 2024

Recognizing this need, we have developed a Chrome extension that harnesses the power of AWS AI and generative AI services, including Amazon Bedrock , an AWS managed service to build and scale generative AI applications with foundation models (FMs). Authentication is performed against the Amazon Cognito user pool.

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AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can use AWS services such as Application Load Balancer to implement this approach.

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AWS Machine Learning - AI

MARCH 14, 2024

Whether creating a chatbot or summarization tool, you can shape powerful FMs to suit your needs. Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies.

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AWS Machine Learning - AI

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation. Speaker role identification (clinician or patient).

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AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions. Haiku model to receive answers to an array of questions because it’s a performant, fast, and cost-effective option.

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AWS Machine Learning - AI

JANUARY 24, 2024

We demonstrate how to build an end-to-end RAG application using Cohere’s language models through Amazon Bedrock and a Weaviate vector database on AWS Marketplace. This is done by generating the vector embeddings of the user query with an embedding model to perform a vector search to retrieve the most relevant context from the database.

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AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

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AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

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AWS Machine Learning - AI

MAY 30, 2024

In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and evaluation processes. This solution, powered by AWS AI and generative AI services, meets these needs.

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Xebia

NOVEMBER 28, 2023

Deploy Secure Public Web Endpoints: Learn the intricacies of deploying a web server and fortifying its public endpoint on AWS. Additionally, we’ll demystify the management of a DNS hosted zone with AWS Route 53, including its seamless integration with third-party DNS hosting providers.

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TechCrunch

FEBRUARY 6, 2023

Deploying cloud infrastructure also involves analyzing tools and software solutions, like application monitoring and activity logging, leading many developers to suffer from analysis paralysis. That’s because startup developers pick the first tool they see and then the company is tied down (due to licenses or tight coupling).

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AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. This solution relies on the AWS Well-Architected principles and guidelines to enable the control, security, and auditability requirements. AI delivers a major leap forward.

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AWS Machine Learning - AI

DECEMBER 4, 2024

Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs). It allows you to use advanced features in Amazon Bedrock such as the playground, guardrails, and tool use (function calling). Let me know if you'd like me to elaborate on any of these action items!

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AWS Machine Learning - AI

MAY 14, 2024

Using evaluations and critiques of its outputs, a generative model can continue to refine and improve its performance. We present the solution and provide an example by simulating a case where the tier one AWS experts are notified to help customers using a chat-bot. However, you can also bring your own application.

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CIO

JUNE 11, 2024

Pegasystems has announced plans to expand the capabilities of its Pega GenAI enterprise platform by connecting to both Amazon Web Services (AWS) and Google Cloud large language models (LLMs). As for model choices, Elliot said “different tasks are performed better and worse with different language models.

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AWS Machine Learning - AI

MARCH 15, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

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O'Reilly Media - Data

DECEMBER 10, 2019

We can collect many examples of what we want the program to do and what not to do (examples of correct and incorrect behavior), label them appropriately, and train a model to perform correctly on new inputs. That doesn’t mean we aren’t seeing tools to automate various aspects of software engineering and data science. and Matroid.

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CIO

NOVEMBER 28, 2024

Moreover, there are tooling, processes, and data practice differences between these teams’ operations that will need to be addressed to unlock the potential their collaboration can have on the enterprise’s overall cloud strategy. Other options for building dashboards include Azure Monitor or open-source tools such as Grafana or Kibana.

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TechCrunch

FEBRUARY 23, 2023

“This investment allows us to expand the scope of the work we perform for our customers and continue growing our engineering and sales teams.” ” ProsperOps’ founding team, including Cochran, takes credit for starting the AWS managed services business at Rackspace. .” “H.I.G.

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