AWS Machine Learning Blog

NOVEMBER 14, 2024

This post explores a solution that uses the power of AWS generative AI capabilities like Amazon Bedrock and OpenSearch vector search to perform damage appraisals for insurers, repair shops, and fleet managers. Specific instructions can be found on the AWS Samples repository. The following is an example image.

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Flipboard

SEPTEMBER 19, 2023

Seattle AI startup Griptape is led by Kyle Roche, left, and Vasily Vasinov. The idea is to provide enterprises with security controls, allowing them to use AI models without compromising data security. Kyle Roche , the startup’s co-founder and CEO, spent more than eight years at Amazon Web Services (AWS) in various roles.

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AWS Machine Learning Blog

MARCH 28, 2025

Amazon Bedrock Guardrails announces the general availability of image content filters, enabling you to moderate both image and text content in your generative AI applications. Amazon Bedrock Guardrails provides configurable safeguards to help customers block harmful or unwanted inputs and outputs for their generative AI applications.

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Data Science Dojo

MARCH 4, 2024

In the drive for AI-powered innovation in the digital world, NVIDIA’s unprecedented growth has led it to become a frontrunner in this revolution. The rise of GPUs (1999) NVIDIA stepped into the AI industry with its creation of graphics processing units (GPUs). The company shifted its focus to producing AI-powered solutions.

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AWS Machine Learning Blog

APRIL 25, 2024

The transformative power of advanced summarization capabilities will only continue growing as more industries adopt artificial intelligence (AI) to harness overflowing information streams. This approach requires a deeper understanding of the text, because the AI needs to interpret the meaning and then express it in a new, concise form.

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AWS Machine Learning Blog

AUGUST 5, 2024

Fortunately, the rise of artificial intelligence (AI) solutions that can transcribe audio and provide semantic search capabilities now offer more efficient solutions for querying content from audio files at scale. Amazon Transcribe is an AWS AI service that makes it straightforward to convert speech to text.

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AWS Machine Learning Blog

AUGUST 27, 2024

With the advent of generative AI solutions , a paradigm shift is underway across industries, driven by organizations embracing foundation models to unlock unprecedented opportunities. Some of the key features of cross-region inference include: Utilize capacity from multiple AWS regions allowing generative AI workloads to scale with demand.

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AWS Machine Learning Blog

JANUARY 13, 2023

To mitigate these challenges, we propose a federated learning (FL) framework, based on open-source FedML on AWS, which enables analyzing sensitive HCLS data. In this two-part series, we demonstrate how you can deploy a cloud-based FL framework on AWS. In the first post , we described FL concepts and the FedML framework.

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AWS Machine Learning Blog

FEBRUARY 11, 2025

This model was predominantly trained on AWS, and AWS will also be the first cloud provider to make it available to customers. These features enable AI researchers and developers in computer vision, image processing, and data-driven research to improve tasks that require detailed analysis segmentation across multiple fields.

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Hacker News

SEPTEMBER 15, 2024

Big-name makers of processors, especially those geared toward cloud-based AI , such as AMD and Nvidia, have been showing signs of wanting to own more of the business of computing, purchasing makers of software, interconnects, and servers. Rami Sinno AWS Rami Sinno : Amazon is my first vertically integrated company. on 27 August.

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Towards AI

APRIL 19, 2024

Last Updated on April 21, 2024 by Editorial Team Author(s): Jennifer Wales Originally published on Towards AI. Get a closer view of the top generative AI companies making waves in 2024. They are soaring with career opportunities for certified AI professionals with the best AI certification programs.

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Hacker News

JUNE 6, 2025

Finally — and this issue was one I caught promptly as a result of including boot performance in my weekly testing — in December 2024 I updated the net/aws-ec2-imdsv2-get port to support IPv6. ZFS images promptly dropped from ~22 seconds down to ~11 seconds of boot time.

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Flipboard

NOVEMBER 24, 2023

Many customers are building generative AI apps on Amazon Bedrock and Amazon CodeWhisperer to create code artifacts based on natural language. In this post, we show you how SnapLogic , an AWS customer, used Amazon Bedrock to power their SnapGPT product through automated creation of these complex DSL artifacts from human language.

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AWS Machine Learning Blog

NOVEMBER 26, 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, Mistral AI, Stability AI, and Amazon through a single API. However, we’re not limited to using generative AI for only software engineering.

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AWS Machine Learning Blog

OCTOBER 20, 2023

Meesho was founded in 2015 and today focuses on buyers and sellers across India. We used AWS machine learning (ML) services like Amazon SageMaker to develop a powerful generalized feed ranker (GFR). In the following sections, we discuss each component and the AWS services used in more detail.

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AWS Machine Learning Blog

FEBRUARY 24, 2023

AWS recently released Amazon SageMaker geospatial capabilities to provide you with satellite imagery and geospatial state-of-the-art machine learning (ML) models, reducing barriers for these types of use cases. Pass the results of the SageMaker endpoint to Amazon Augmented AI (Amazon A2I).

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AWS Machine Learning Blog

NOVEMBER 21, 2023

We also discuss a qualitative study demonstrating how Layout improves generative artificial intelligence (AI) task accuracy for both abstractive and extractive tasks for document processing workloads involving large language models (LLMs). At this event, SPIE member Light and Light-based Technologies (IYL 2015).

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AWS Machine Learning Blog

NOVEMBER 9, 2023

Generative AI models for coding companions are mostly trained on publicly available source code and natural language text. In these two studies, commissioned by AWS, developers were asked to create a medical software application in Java that required use of their internal libraries. She received her PhD from Virginia Tech in 2017.

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AWS Machine Learning Blog

SEPTEMBER 29, 2023

In late 2023, Planet announced a partnership with AWS to make its geospatial data available through Amazon SageMaker. Our results reveal that the classification from the KNN model is more accurately representative of the state of the current crop field in 2017 than the ground truth classification data from 2015.

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AWS Machine Learning Blog

OCTOBER 9, 2023

Also, we need to set up the right permissions using AWS Identity and Access Management (IAM) for Amazon Personalize and Amazon SageMaker service roles so that they can access the needed functionalities. In AWS, Maysara helps partners in building their cloud practices and growing their businesses. DOI= [link]

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Towards AI

AUGUST 8, 2024

Last Updated on August 8, 2024 by Editorial Team Author(s): Eashan Mahajan Originally published on Towards AI. Allowing society to simulate the decision-making prowess the human brain possesses, deep learning exists within some of the AI applications we use in our lives today. Photo by Marius Masalar on Unsplash Deep learning.

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AWS Machine Learning Blog

FEBRUARY 28, 2023

AWS provides the most complete set of services for the entire end-to-end data journey for all workloads, all types of data, and all desired business outcomes. The high-level steps involved in the solution are as follows: Use AWS Step Functions to orchestrate the health data anonymization pipeline.

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IBM Journey to AI blog

NOVEMBER 13, 2023

In 2015, Google donated Kubernetes as a seed technology to the Cloud Native Computing Foundation (CNCF) (link resides outside ibm.com), the open-source, vendor-neutral hub of cloud-native computing. While Docker includes its own orchestration tool, called Docker Swarm , most developers choose Kubernetes container orchestration instead.

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AWS Machine Learning Blog

AUGUST 11, 2023

Note that by following the steps in this section, you will deploy infrastructure to your AWS account that may incur costs. Optionally, you can specify security configurations like AWS Identity and Access Management (IAM) role, VPC settings, and AWS Key Management Service (AWS KMS) encryption keys.

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Snorkel AI

MAY 24, 2023

The Future of Data-centric AI virtual conference will bring together a star-studded lineup of expert speakers from across the machine learning, artificial intelligence, and data science field. This impressive group of experts is united in their passion for pushing the boundaries of technology and democratizing access to the power of AI.

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Snorkel AI

MAY 24, 2023

The Future of Data-centric AI virtual conference will bring together a star-studded lineup of expert speakers from across the machine learning, artificial intelligence, and data science field. This impressive group of experts is united in their passion for pushing the boundaries of technology and democratizing access to the power of AI.

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IBM Journey to AI blog

NOVEMBER 2, 2023

These tech pioneers were looking for ways to bring Google’s internal infrastructure expertise into the realm of large-scale cloud computing and also enable Google to compete with Amazon Web Services (AWS)—the unrivaled leader among cloud providers at the time.

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DagsHub

JULY 25, 2024

Source: Author Introduction Deep learning, a branch of machine learning inspired by biological neural networks, has become a key technique in artificial intelligence (AI) applications. Choosing the best deep learning platform is essential for AI and machine learning initiatives to be as efficient and productive as possible.

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AWS Machine Learning Blog

APRIL 18, 2023

GPT-J 6B large language model GPT-J 6B is an open-source, 6-billion-parameter model released by Eleuther AI. per diluted share, for the year ended December 31, 2015. per diluted share, for the year ended December 31, 2015. per diluted share, for the year ended December 31, 2015.

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Pickl AI

AUGUST 22, 2024

Introduction Deep Learning frameworks are crucial in developing sophisticated AI models, and driving industry innovations. Overview of PyTorch PyTorch , developed by Facebook’s AI Research lab, has emerged as a leading Deep Learning framework. Read More: Unlocking Deep Learning’s Potential with Multi-Task Learning.

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AWS Machine Learning Blog

APRIL 18, 2023

GPT-J 6B large language model GPT-J 6B is an open-source, 6-billion-parameter model released by Eleuther AI. per diluted share, for the year ended December 31, 2015. per diluted share, for the year ended December 31, 2015. per diluted share, for the year ended December 31, 2015.

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The MLOps Blog

NOVEMBER 30, 2022

Starting from AlexNet with 8 layers in 2012 to ResNet with 152 layers in 2015 – the deep neural networks have become deeper with time. Code repository expansion at a large organization Let us understand the scale of AI initiatives from the wide range of products and services offered by Google.

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AWS Machine Learning Blog

NOVEMBER 11, 2024

Generative AI models have seen tremendous growth, offering cutting-edge solutions for text generation, summarization, code generation, and question answering. series sets a new benchmark in generative AI with its advanced multimodal capabilities and optimized performance across diverse hardware platforms. Meta’s newly launched Llama 3.2

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