Flipboard

JUNE 26, 2023

In this post, we look at how we can use AWS Glue and the AWS Lake Formation ML transform FindMatches to harmonize (deduplicate) customer data coming from different sources to get a complete customer profile to be able to provide better customer experience. Run the AWS Glue ML transform job.

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Towards AI

NOVEMBER 5, 2023

Source: [link] This article describes a solution for a generative AI resume screener that got us 3rd place at DataRobot & AWS Hackathon 2023. You can also set the environment variables on the notebook instance for things like AWS access key etc. Source: author’s screenshot on AWS We used Anthropic Claude 2 in our solution.

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IBM Journey to AI blog

OCTOBER 30, 2023

In this quest, IBM and AWS have forged a strategic alliance, aiming to transition AI’s business potential from mere talk to tangible action. The AWS-IBM partnership is a symphony of strengths The collaboration between IBM and AWS is more than just a tactical alliance; it’s a symphony of strengths.

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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). With its wide array of tools and convenience, AWS has already become a popular choice for many SaaS companies.

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AWS Machine Learning Blog

MAY 23, 2023

For information about how to use JumpStart models programmatically, see Use SageMaker JumpStart Algorithms with Pretrained Models. In April 2023, AWS unveiled Amazon Bedrock , which provides a way to build generative AI-powered apps via pre-trained models from startups including AI21 Labs , Anthropic , and Stability AI.

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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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Dataconomy

SEPTEMBER 25, 2023

Amazon-Anthropic collaboration In the collaborative arrangement with Amazon, Anthropic has chosen AWS to be its chief cloud ally for pivotal tasks, encompassing safety studies and the evolution of upcoming foundational AI models, as articulated by the e-commerce behemoth.

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AWS Machine Learning Blog

MAY 2, 2024

With the recipes —algorithms for specific uses cases—provided by Amazon Personalize, you can deliver a wide array of personalization, including product or content recommendations and personalized ranking. For Recipe , choose the new aws-user-personalization-v2 recipe. Choose your dataset group. Choose Create solutions.

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AWS Machine Learning Blog

MAY 25, 2023

OCX’s solutions are developed in collaboration with Infogain , an AWS Advanced Tier Partner. Infogain works with OCX Cognition as an integrated product team, providing human-centered software engineering services and expertise in software development, microservices, automation, Internet of Things (IoT), and artificial intelligence.

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Dataconomy

JULY 27, 2023

the most sophisticated iteration of its primary text-to-image algorithm. Like ChatGPT, artificial intelligence tools don’t just produce text. Additionally, it may be found on Amazon SageMaker JumpStart, an ML hub with access to ML solutions, models, and algorithms. Stability AI unveiled SDXL 1.0,

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AWS Machine Learning Blog

APRIL 18, 2024

With the newly launched Slack AI —a trusted, native, generative artificial intelligence (AI) experience available directly in Slack—users can surface and prioritize information so they can find their focus and do their most productive work. SageMaker JumpStart endpoints serving Slack business applications are powered by AWS instances.

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Dataconomy

FEBRUARY 6, 2024

Artificial intelligence and machine learning are no longer the elements of science fiction; they’re the realities of today. This popularity is primarily due to the spread of big data and advancements in algorithms. Machine learning algorithms are designed to uncover connections and patterns within data.

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AWS Machine Learning Blog

NOVEMBER 8, 2023

Although the direct environmental impact might not be obvious, sub-optimized code amplifies the carbon footprint of modern applications through factors like heightened energy consumption, prolonged hardware usage, and outdated algorithms. Impact of unoptimized code on cloud computing and application carbon footprint AWS’s infrastructure is 3.6

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Pickl AI

MAY 8, 2024

Quantum AI represents the intersection of quantum computing and artificial intelligence. It is a future concept that explores how AI algorithms can be designed to operate on quantum computers. AI algorithms, which heavily rely on data-driven learning, remain vulnerable to cyber threats. What is Quantum AI?

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Flipboard

NOVEMBER 21, 2023

MATLAB   is a popular programming tool for a wide range of applications, such as data processing, parallel computing, automation, simulation, machine learning, and artificial intelligence. In recent years, MathWorks has brought many product offerings into the cloud, especially on Amazon Web Services (AWS).

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AWS Machine Learning Blog

NOVEMBER 22, 2023

The IDP Well-Architected Lens is intended for all AWS customers who use AWS to run intelligent document processing (IDP) solutions and are searching for guidance on how to build secure, efficient, and reliable IDP solutions on AWS.

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AWS Machine Learning Blog

NOVEMBER 30, 2023

Amazon SageMaker makes it straightforward to deploy machine learning (ML) models for real-time inference and offers a broad selection of ML instances spanning CPUs and accelerators such as AWS Inferentia. The endpoint uniformly distributes incoming requests to ML instances using a round-robin algorithm. You can find him on LinkedIn.

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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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AWS Machine Learning Blog

APRIL 19, 2024

Amazon Personalize provisions the necessary infrastructure and manages the entire ML pipeline, including processing the data, identifying features, using the appropriate algorithms, and training, optimizing, and hosting the customized models based on your data. For instructions, refer to Getting Started (console) or Getting Started (AWS CLI).

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Dataconomy

MARCH 19, 2024

Get ready to dive into the latest advancements in artificial intelligence as we unpack everything unveiled at GTC 2024, the premier AI conference for developers, business leaders, and AI researchers. Integration of the new NVIDIA Blackwell GPU platform into AWS infrastructure is announced, enhancing generative AI capabilities.

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AWS Machine Learning Blog

NOVEMBER 3, 2023

To achieve this, our process uses a synchronization algorithm that is trained on a labeled dataset. This algorithm robustly associates each shot with its corresponding tracking data. Shot speed calculation The heart of determining shot speed lies in a precise timestamp given by our synchronization algorithm.

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ODSC - Open Data Science

OCTOBER 4, 2023

Meet Amazon Bedrock, a game-changing development in generative AI that Amazon promises will reshape the landscape of artificial intelligence. According to AWS, what makes it unique is what’s called Foundation Models , or FMs. As part of this collaboration, Anthropic has selected AWS as its primary cloud provider.

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AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. Data storage and management – Implement robust data storage, processing, and management systems such as AWS Glue and Amazon OpenSearch Service.

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AWS Machine Learning Blog

OCTOBER 27, 2023

Generative artificial intelligence is transforming how enterprises do business. Using recipes (algorithms prepared to support specific uses cases) provided by Amazon Personalize, customers can deliver a wide array of personalization, including specific product or content recommendations, personalized ranking, and user segmentation.

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Smart Data Collective

JANUARY 10, 2021

Artificial intelligence or AI is beginning to have a large impact on businesses of all sizes. What is Artificial Intelligence? Artificial intelligence was first used in the 1950s. The concept of AI breaks down to the ability of a machine to imitate the intelligent behavior of a human. Using Chatbots.

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Dataconomy

NOVEMBER 24, 2023

Developed by Jiajun Lu and winner of the Amazon AWS Startup Accelerator award, the app offers a wide range of features, a simple interface, and affordable prices. Akool AI is a web-based content studio that uses artificial intelligence (AI) to create visually appealing and contextually relevant graphic content.

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Becoming Human

JUNE 14, 2023

Introduction: In today’s fast-paced business world, Artificial Intelligence (AI) is becoming increasingly important in helping companies stay competitive. As a leading Artificial Intelligence App Development Company, AWS has been investing heavily in machine learning and AI technologies over the years.

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AWS Machine Learning Blog

MARCH 3, 2023

With both methods, SageMaker Canvas pre-processes the data, chooses the right algorithm, explores and optimizes the hyperparameter space, and generates the model. Considering the heterogeneous characteristics of datasets, it’s difficult to know in advance which algorithm best fits a particular dataset.

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AWS Machine Learning Blog

APRIL 12, 2023

JWTs are signed using a cryptographic algorithm to ensure that the claims can’t be altered after the token is issued. Header – It contains parts like type of the token, which is JWT, the signing algorithm being used, such as HMAC SHA256 or RSA, and an optional key identifier. JWTs consist of three parts separated by dots (.):

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AWS Machine Learning Blog

DECEMBER 14, 2023

Text-to-image generation is a rapidly growing field of artificial intelligence with applications in a variety of areas, such as media and entertainment, gaming, ecommerce product visualization, advertising and marketing, architectural design and visualization, artistic creations, and medical imaging.

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AWS Machine Learning Blog

NOVEMBER 9, 2023

Building out a machine learning operations (MLOps) platform in the rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML) for organizations is essential for seamlessly bridging the gap between data science experimentation and deployment while meeting the requirements around model performance, security, and compliance.

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AWS Machine Learning Blog

MAY 23, 2023

A recent PwC CEO survey unveiled that 84% of Canadian CEOs agree that artificial intelligence (AI) will significantly change their business within the next 5 years, making this technology more critical than ever. We finish with a case study highlighting the benefits realize by a large AWS and PwC customer who implemented this solution.

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AWS Machine Learning Blog

FEBRUARY 16, 2024

You can try out this model with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms, models, and ML solutions so you can quickly get started with ML. His research interests include scalable machine learning algorithms, computer vision, time series, Bayesian non-parametrics, and Gaussian processes.

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AWS Machine Learning Blog

JULY 6, 2023

A number of AWS independent software vendor (ISV) partners have already built integrations for users of their software as a service (SaaS) platforms to utilize SageMaker and its various features, including training, deployment, and the model registry. In some cases, an ISV may deploy their software in the customer AWS account.

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AWS Machine Learning Blog

NOVEMBER 17, 2023

You can deploy this solution to your AWS account using the AWS Cloud Development Kit (AWS CDK) package available in our GitHub repo. This process involves the utilization of both ML and non-ML algorithms. Using the AWS Management Console , you can create a recording configuration and link it to an Amazon IVS channel.

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AWS Machine Learning Blog

MARCH 8, 2023

It also provides common ML algorithms that are optimized to run efficiently against extremely large data in a distributed environment. Store your Snowflake account credentials in AWS Secrets Manager. AWS Region Link us-east-1 (N. For instructions on how to create a secret, refer to Create an AWS Secrets Manager secret.

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Dataconomy

APRIL 16, 2024

Meta has highlighted that these new chips are adept at managing both simple and complex ranking and recommendation algorithms, essential for advertising on platforms like Facebook and Instagram. Meta asserts that by managing both the hardware and software components, it can outperform standard commercial GPUs in terms of efficiency. .”

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