Smart Data Collective

FEBRUARY 20, 2022

AWS (Amazon Web Services), the comprehensive and evolving cloud computing platform provided by Amazon, is comprised of infrastructure as a service (IaaS), platform as a service (PaaS) and packaged software as a service (SaaS). In this article we will list 10 things AWS can do for your SaaS company. What is AWS?

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Pickl AI

APRIL 1, 2025

Summary: This cloud computing roadmap guides you through the essential steps to becoming a Cloud Engineer. Learn about key skills, certifications, cloud platforms, and industry demands. Thats cloud computing! The demand for cloud experts is skyrocketing! Start your journey today! And guess what?

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Flipboard

FEBRUARY 19, 2025

Our previous blog post, Anduril unleashes the power of RAG with enterprise search chatbot Alfred on AWS , highlighted how Anduril Industries revolutionized enterprise search with Alfred, their innovative chat-based assistant powered by Retrieval-Augmented Generation (RAG) architecture. Sonnet v2 as the primary model with Llama 3.3

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AWS Machine Learning Blog

JUNE 4, 2025

Solution overview: Try Claude Code with Amazon Bedrock prompt caching Prerequisites An AWS account with access to Amazon Bedrock. Appropriate AWS Identity and Access Management (IAM) roles and permissions for Amazon Bedrock. AWS command line interface (AWS CLI) configured with your AWS credentials.

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Flipboard

MAY 28, 2025

Nine out of ten biopharma companies are AWS customers, and helping them streamline and transform the M2M processes can help deliver drugs to patients faster, reduce risk, and bring value to our customers. Finally, we present instructions to deploy the service in your own AWS account.

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AWS Machine Learning Blog

JANUARY 30, 2025

The AWS Social Responsibility & Impact (SRI) team recognized an opportunity to augment this function using generative AI. Historically, AWS Health Equity Initiative applications were reviewed manually by a review committee. It took 14 or more days each cycle for all applications to be fully reviewed.

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AWS Machine Learning Blog

JULY 10, 2024

During the last 18 months, we’ve launched more than twice as many machine learning (ML) and generative AI features into general availability than the other major cloud providers combined. Each application can be immediately scaled to thousands of users and is secure and fully managed by AWS, eliminating the need for any operational expertise.

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AWS Machine Learning Blog

MAY 3, 2023

AWS, Arm, Meta and others helped optimize the performance of PyTorch 2.0 As a result, we are delighted to announce that AWS Graviton-based instance inference performance for PyTorch 2.0 times the speed for BERT, making Graviton-based instances the fastest compute optimized instances on AWS for these models. is up to 3.5

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AWS Machine Learning Blog

FEBRUARY 21, 2025

You can use Amazon FSx to lift and shift your on-premises Windows file server workloads to the cloud, taking advantage of the scalability, durability, and cost-effectiveness of AWS while maintaining full compatibility with your existing Windows applications and tooling. For Access management method , select AWS IAM Identity Center.

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AWS Machine Learning Blog

NOVEMBER 27, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, integrate and deploy them into your application using Amazon Web Services (AWS) tools without having to manage any infrastructure. Grant the agent permissions to AWS services through the IAM service role.

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AWS Machine Learning Blog

APRIL 7, 2025

Virginia) AWS Region. In this blog post, we walk you through how to deploy and prompt a Llama-4-Scout-17B-16E-Instruct model using SageMaker JumpStart. 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.

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Pickl AI

DECEMBER 26, 2024

Summary: “Data Science in a Cloud World” highlights how cloud computing transforms Data Science by providing scalable, cost-effective solutions for big data, Machine Learning, and real-time analytics. In Data Science in a Cloud World, we explore how cloud computing has revolutionised Data Science.

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AWS Machine Learning Blog

MARCH 18, 2025

With this launch, you can now deploy NVIDIAs optimized reranking and embedding models to build, experiment, and responsibly scale your generative AI ideas on AWS. As part of NVIDIA AI Enterprise available in AWS Marketplace , NIM is a set of user-friendly microservices designed to streamline and accelerate the deployment of generative AI.

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Flipboard

APRIL 24, 2025

Based on OpenSearch blog post , hybrid search improves result quality by 812% compared to keyword search and by 15% compared to natural language search. OpenSearch Service is the AWS recommended vector database for Amazon Bedrock. Its a fully managed service that you can use to deploy, operate, and scale OpenSearch on AWS.

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AWS Machine Learning Blog

MAY 28, 2025

You also need to deploy two AWS CloudFormation stacks: web_search and stock_data. You can also explore and run Amazon Bedrock multi-agent collaboration workshop with AWS specialists or on your own. About the Authors Sovik Kumar Nath is an AI/ML and Generative AI senior solution architect with AWS.

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AWS Machine Learning Blog

SEPTEMBER 24, 2024

AWS AI and machine learning (ML) services help address these concerns within the industry. In this post, we share how legal tech professionals can build solutions for different use cases with generative AI on AWS. These capabilities are built using the AWS Cloud. At AWS, security is our top priority.

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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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Pickl AI

MARCH 28, 2025

Summary: Load balancing in cloud computing optimises performance by evenly distributing traffic across multiple servers. With various algorithms and techniques, businesses can enhance cloud efficiency. Introduction Cloud computing is taking over the business world, and theres no slowing down! annual rate.

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AWS Machine Learning Blog

JANUARY 13, 2025

Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations. For more on MuleSofts journey to cloud computing, refer to Why a Cloud Operating Model?

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AWS Machine Learning Blog

MARCH 25, 2025

This is why AWS announced the Amazon Q index for ISVs at AWS re:Invent 2024. The process involves three simple steps: The ISV registers with AWS a data accessor. For example, if an AWS Lambda function is making the call, use the Lambda functions role (for example, arn:aws:iam::xxxxxxxx:role/LambdaExecutionRole ).

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Data Science Dojo

JULY 24, 2024

In this blog, we will explore all the information you need to know about Llama 3.1 Despite its large size, Meta has made this model open-source and accessible through various platforms, including Hugging Face, GitHub, and several cloud providers like AWS, Nvidia, Microsoft Azure, and Google Cloud. Llama 3.1,

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IBM Journey to AI blog

JUNE 11, 2024

Further to the acquisition, Broadcom decided to discontinue (link resides outside ibm.com) its AWS authorization to resell VMware Cloud on AWS as of 30 April 2024. As a result, AWS will no longer be able to offer new subscriptions or additional services.

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AWS Machine Learning Blog

DECEMBER 18, 2024

Training an LLM is a compute-intensive and complex process, which is why Fastweb, as a first step in their AI journey, used AWS generative AI and machine learning (ML) services such as Amazon SageMaker HyperPod. The team opted for fine-tuning on AWS.

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Data Science Connect

JANUARY 27, 2023

In this blog post, we will be discussing 7 tips that will help you become a successful data engineer and take your career to the next level. Reading industry blogs, participating in online forums, and attending conferences and meetups are all great ways to stay informed.

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Towards AI

JANUARY 7, 2025

In this comprehensive guide, well explore the top tools and best practices for securing your AWS cloudinvestments. In the context of cloud security, encryption is essential for protecting sensitive data both intransit and at rest. AWS provides a robust encryption solution through its Key Management Service (KMS).

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Dataversity

MARCH 11, 2024

Research has shown that information and communication technology’s true proportion of global greenhouse gas emissions, including cloud computing, could be around 2.1-3.9%, And as businesses increasingly rely on the cloud, minimizing this impact becomes critical. 3.9%, which equates to higher emissions than the aviation industry.

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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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Data Science Blog

SEPTEMBER 19, 2023

With the evolution of cloud computing, many organizations are now migrating their Data Warehouse Systems to the cloud for better scalability, flexibility, and cost-efficiency. AWS CloudFormation is a service offered by Amazon Web Services (AWS) that allows you to define cloud infrastructure in JSON or YAML templates.

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Pickl AI

JANUARY 30, 2025

Summary: Eucalyptus in cloud computing enables businesses to build and manage private or hybrid cloud environments efficiently. It offers scalability, security, and AWS integration while optimising resource usage. Introduction Cloud computing has transformed how businesses store, manage, and process data.

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AWS Machine Learning Blog

MAY 8, 2023

In a previous post , we discussed MLflow and how it can run on AWS and be integrated with SageMaker—in particular, when tracking training jobs as experiments and deploying a model registered in MLflow to the SageMaker managed infrastructure. To automate the infrastructure deployment, we use the AWS Cloud Development Kit (AWS CDK).

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Data Science Dojo

FEBRUARY 20, 2023

In this blog, we’ll show you how to boost your MLOps efficiency with 6 essential tools and platforms. SageMaker boosts machine learning model development with the power of AWS, including scalable computing, storage, networking, and pricing. AWS SageMaker also has a CLI for model creation and management.

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AWS Machine Learning Blog

APRIL 7, 2023

To reduce the barrier to entry of ML at the edge, we wanted to demonstrate an example of deploying a pre-trained model from Amazon SageMaker to AWS Wavelength , all in less than 100 lines of code. In this post, we demonstrate how to deploy a SageMaker model to AWS Wavelength to reduce model inference latency for 5G network-based applications.

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AWS Machine Learning Blog

JUNE 5, 2025

Prerequisites To implement the solution, complete the following prerequisite steps: Have an active AWS account. Create an AWS Identity and Access Management (IAM) role for the Lambda function to access Amazon Bedrock and documents from Amazon S3. For instructions, refer to Create a role to delegate permissions to an AWS service.

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Pickl AI

JANUARY 31, 2025

Summary:- There four primary deployment model in cloud computing are Public Cloud , Private Cloud , Community Cloud , and Hybrid Cloud. Introduction Cloud computing has revolutionized the way organizations manage and utilize their IT resources.

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Pickl AI

DECEMBER 30, 2024

Summary: A hypervisor in cloud computing enables multiple virtual machines to run on a single server, optimizing resources, reducing costs, and improving scalability. It drives efficient virtualization in cloud environments, supporting AI integration, edge computing, and hybrid cloud solutions.

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IBM Journey to AI blog

AUGUST 14, 2023

Organizations worldwide are embracing the power of cloud computing to drive innovation, enhance scalability and improve operational efficiency. Among the various cloud service providers available, Amazon Web Services (AWS) has emerged as a popular choice for businesses seeking digital transformation.

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AWS Machine Learning Blog

NOVEMBER 25, 2024

Integration capabilities – The ease of integrating Amazon Bedrock with other AWS services facilitated the implementation of advanced features such as a vector database for dynamic prompting. By working with AWS, 123RF was able to achieve a staggering 95% reduction in translation costs.

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