AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

The storage layer uses Amazon Simple Storage Service (Amazon S3) to hold the invoices that business users upload. Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. Install Python 3.7 or later on your local machine.

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AWS Machine Learning - AI

MARCH 3, 2025

Hybrid architecture with AWS Local Zones To minimize the impact of network latency on TTFT for users regardless of their locations, a hybrid architecture can be implemented by extending AWS services from commercial Regions to edge locations closer to end users. Next, create a subnet inside each Local Zone.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket. x or later The AWS CDK CLI installed Deploy the solution The following steps outline the process to deploying the solution using the AWS CDK. The following diagram illustrates how it works.

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AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

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AWS Machine Learning - AI

APRIL 16, 2025

Why LoRAX for LoRA deployment on AWS? The surge in popularity of fine-tuning LLMs has given rise to multiple inference container methods for deploying LoRA adapters on AWS. Prerequisites For this guide, you need access to the following prerequisites: An AWS account Proper permissions to deploy EC2 G6 instances.

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AWS Machine Learning - AI

NOVEMBER 20, 2024

In this post, we explore how you can use Amazon Q Business , the AWS generative AI-powered assistant, to build a centralized knowledge base for your organization, unifying structured and unstructured datasets from different sources to accelerate decision-making and drive productivity.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services.

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Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

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AWS Machine Learning - AI

FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

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Mobilunity

DECEMBER 26, 2024

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

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AWS Machine Learning - AI

OCTOBER 15, 2024

Now, with the advent of large language models (LLMs), you can use generative AI -powered virtual assistants to provide real-time analysis of speech, identification of areas for improvement, and suggestions for enhancing speech delivery. Sonnet on Amazon Bedrock in your desired AWS Region.

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AWS Machine Learning - AI

MARCH 18, 2025

For instance, envision a voice-enabled virtual assistant that not only understands your spoken queries, but also transcribes them into text with remarkable accuracy. This could be done through mobile devices, dedicated recording stations, or during virtual consultations. An AWS account.

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Perficient

MARCH 27, 2025

What Youll Learn How Pulumi works with AWS Setting up Pulumi with Python Deploying various AWS services with real-world examples Best practices and advanced tips Why Pulumi for AWS? Multi-Cloud and Multi-Language Support Deploy across AWS, Azure, and Google Cloud with Python, TypeScript, Go, or.NET.

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AWS Machine Learning - AI

MARCH 3, 2025

These recipes include a training stack validated by Amazon Web Services (AWS) , which removes the tedious work of experimenting with different model configurations, minimizing the time it takes for iterative evaluation and testing. Alternatively, you can also use AWS Systems Manager and run a command like the following to start the session.

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AWS Machine Learning - AI

NOVEMBER 15, 2024

At AWS, we are committed to developing AI responsibly , taking a people-centric approach that prioritizes education, science, and our customers, integrating responsible AI across the end-to-end AI lifecycle. For human-in-the-loop evaluation, which can be done by either AWS managed or customer managed teams, you must bring your own dataset.

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CIO

APRIL 21, 2025

The next-generation CX integrates customer interactions and data insights about them and provides these in one seamless experience with secure connections to major cloud services such as AWS and Salesforce. AI virtual agents become conversational and multi-language across web chat and voice channels.

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Xebia

APRIL 8, 2022

But to get started requires storage, tools and skills. AWS offers solutions to all these problems. In this blog post we want to touch on our top 5 security related topics when it comes to managing a data lake or running a data warehouse on AWS. Top 5 data and security topics on AWS. Top 5 data and security topics on AWS.

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Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets offers a centralized and secure storage alternative for API keys, passwords, certificates, and other sensitive statistics. Azure Key Vault is a cloud service that provides secure storage and access to confidential information such as passwords, API keys, and connection strings. What is Azure Key Vault Secret?

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AWS Machine Learning - AI

MARCH 13, 2025

11B-Vision-Instruct ) or Simple Storage Service (S3) URI containing the model files. Option 2: Deployment from a Private S3 Bucket To deploy models privately within your AWS account, upload the DeepSeek-R1 model weights to a S3 bucket and set HF_MODEL_ID to the corresponding S3 bucket prefix. GenAI Data Scientist at AWS.

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AWS Machine Learning - AI

NOVEMBER 22, 2023

Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! are the sessions dedicated to AWS DeepRacer ! Generative AI is at the heart of the AWS Village this year. You marked your calendars, you booked your hotel, and you even purchased the airfare. And last but not least (and always fun!)

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Altexsoft

MAY 20, 2020

These hardware components cache and preprocess real-time data, reducing the burden on central storages and main processors. The list of top five fully-fledged solutions in alphabetical order is as follows : Amazon Web Service (AWS) IoT platform , Cisco IoT , Google Cloud IoT , IBM Watson IoT platform , and. AWS IoT infrastructure.

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Xebia

JANUARY 23, 2025

Take for example the ability to interact with various cloud services such as Cloud Storage, BigQuery, Cloud SQL, etc. When defining a cloud environment you will most likely configure a network (Virtual Private Cloud: VPC). In both these perimters Cloud Storage is allowed, while the regular Cloud IAM permissions are still verified.

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Xebia

MAY 31, 2023

Infrastructure Provisioning Tools: Infrastructure provisioning tools like Terraform or AWS CloudFormation and the Cloud Development Kit (CDK) enable you to define and provision infrastructure resources programmatically. Defining the environment When synthesizing and deploying AWS CDK code, we can pass runtime context. But why YAML?

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AWS Machine Learning - AI

APRIL 22, 2025

To address these challenges, Infosys partnered with Amazon Web Services (AWS) to develop the Infosys Event AI to unlock the insights generated during events. The services used in the solution are granted least-privilege permissions through AWS Identity and Access Management (IAM) policies for security purposes.

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Mentormate

JANUARY 7, 2021

This year’s AWS re:Invent conference was virtual, free, and three weeks long. During multiple keynotes and sessions, AWS announced new services, features, and improvements to existing cloud services like Amazon QuickSight. As an AWS Advanced Consulting partner , MentorMate embraces continuous learning as much as AWS does.

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DevOps.com

JUNE 14, 2021

Companies of all sizes and across virtually every industry today have ready access to hyperscale compute, storage and myriad other technologies — without needing the significant budget or technical expertise of a hyperscale cloud provider like AWS. This is a boon for innovation.

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AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. AWS innovates to offer the most advanced infrastructure for ML. AWS innovates to offer the most advanced infrastructure for ML.

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Palo Alto Networks

MARCH 10, 2021

Gain Complete Visibility and Eliminate Network Blind Spots in AWS Cloud. Amazon VPC Traffic Mirroring provides a non-intrusive way to enable network visibility into your AWS deployments without requiring significant design changes to virtual network architecture. Application Visibility and Threat Detection.

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The Crazy Programmer

NOVEMBER 14, 2021

And finally, in 1994, the cloud metaphor got functional for offering virtualized services. In 2006 Amazon also created its AWS or Amazon Web Services and claimed it to be an EC2. And in 1970, the term virtualization was introduced, and it became common till 1990 to share multiple files. History of Cloud Computing.

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Linux Academy

NOVEMBER 7, 2019

One of the most common questions people ask us is, “Do I need to have an IT background to start using AWS?” Knowing how networking works, and being familiar with the client-server model will help you understand the ins and outs of AWS, but what if you need something even more basic than that? AWS in non-technical terms.

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TechCrunch

JULY 13, 2022

What it does: AWS for decentralized computing. The pitch: Filmine is powered by Alt Labs and aims to be the AWS for decentralized computing. The company is centered around Filecoin, a decentralized storage network, and wants to help those who mine Filecoin with a more efficient method, among other things. Company name: Filmine.

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The Crazy Programmer

SEPTEMBER 25, 2023

Get 1 GB of free storage. Try Render Vercel Earlier known as Zeit, the Vercel app acts as the top layer of AWS Lambda which will make running your applications easy. This is the serverless wrapper made on top of AWS. To start with AWS hosting is very simple. Features: Simple deployment with just one click.

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Linux Academy

DECEMBER 5, 2019

The final day of AWS re:Invent, 2019. In our final day at AWS re:Invent, and last overview piece, we’re covering the final keynote in-depth. Overview of Werner Vogels Keynote: The Power of AWS Nitro. Under the hood, AWS continues to innovate and improve the performance of the latest generation of EC2 instances.

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Tenable

MARCH 21, 2024

Tenable Research discovered a one-click account takeover vulnerability in the AWS Managed Workflows Apache Airflow service that could have allowed full takeover of a victim’s web management panel of the Airflow instance. For example, when creating an AWS S3 bucket, you can run client-side code by storing an HTML page in your bucket.

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Cloud That

NOVEMBER 17, 2022

Persistent Disks (Block Storage). Filestore (Network File Storage). Cloud Storage (Object Storage). One of the fundamental resources needed for today’s systems and software development is storage, along with compute and networks. Persistent Disks (Block Storage). Filestore (Network File Storage).

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Cloudera

OCTOBER 23, 2024

It enables easy integration and interaction with Iceberg table metadata via an API and also decouples metadata management from the underlying storage. Try Cloudera’s open data lakehouse on AWS for 5 days for free here , or try Snowflake for free for 30 days here. Both platforms are free to try today.

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