Dataconomy

AUGUST 8, 2023

In a revealing announcement about the new top-secret laboratory at Porton Down, it’s clear that the mission is to enhance readiness for pandemics and engineer prototype vaccines to confront Disease X when it emerges. Hopefully we can prevent it [a pandemic]. Countries and organizations around the world have committed over $1.5

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Hacker News

MAY 3, 2024

Inadvertent poisoning of scavengers across Indian subcontinent is forcing some communities to give up ancient custom Traditional Zoroastrian burial rites are becoming increasingly impossible to perform because of the precipitous decline of vultures in India, Iran and Pakistan. Continue reading.

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Smart Data Collective

AUGUST 27, 2019

One of the newest trends is the role of phone payments for a variety of services, especially those conducted online. New Hadoop and other data extraction tools have provided a great deal of information about these trends. Uulaa provided some very insightful information about the link between big data and phone payments in a Medium article.

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AWS Machine Learning Blog

SEPTEMBER 1, 2023

Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. However, bringing such solutions and models to the business-as-usual operations is not an easy task. The following figure illustrates the topics we discuss.

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AWS Machine Learning Blog

APRIL 25, 2024

Organizations across industries are using automatic text summarization to more efficiently handle vast amounts of information and make better decisions. In the financial sector, investment banks condense earnings reports down to key takeaways to rapidly analyze quarterly performance.

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AWS Machine Learning Blog

MARCH 29, 2023

With the ongoing digitization of the manufacturing processes and Industry 4.0, there is enormous potential to use machine learning (ML) for quality prediction. Process manufacturing is a production method that uses formulas or recipes to produce goods by combining ingredients or raw materials.

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AWS Machine Learning Blog

MAY 30, 2023

Since its introduction, we’ve helped hundreds of customers optimize their workloads, set guardrails, and improve the visibility of their machine learning (ML) workloads’ cost and usage. In this series of posts, we share lessons learned about optimizing costs in Amazon SageMaker. In this post, we focus on SageMaker training jobs.

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AWS Machine Learning Blog

MAY 30, 2023

Cost optimization is one of the pillars of the AWS Well-Architected Framework , and it’s a continual process of refinement and improvement over the span of a workload’s lifecycle. It enables building and operating cost-aware systems that minimize costs, maximize return on investment, and achieve business outcomes.

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AWS Machine Learning Blog

MAY 30, 2023

Since its introduction, we’ve helped hundreds of customers optimize their workloads, set guardrails, and improve the visibility of their machine learning (ML) workloads’ cost and usage. In this series of posts, we share lessons learned about optimizing costs in Amazon SageMaker. Data preprocessing holds a pivotal role in a data-centric AI approach.

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AWS Machine Learning Blog

MAY 30, 2023

In 2021, we launched AWS Support Proactive Services as part of the AWS Enterprise Support offering. Since its introduction, we have helped hundreds of customers optimize their workloads, set guardrails, and improve the visibility of their machine learning (ML) workloads’ cost and usage. SageMaker manages creating the instance and related resources.

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IBM Journey to AI blog

NOVEMBER 16, 2023

When extreme weather strikes, it hits vulnerable populations the hardest. In the current global climate of stronger and more frequent storms, heat waves, droughts and floods, how do we build more positive environmental and social impact? There is already a skills gap in technology and sustainability, and these results show that it continues to grow.

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AWS Machine Learning Blog

JULY 13, 2023

Recent years have shown amazing growth in deep learning neural networks (DNNs). This growth can be seen in more accurate models and even opening new possibilities with generative AI: large language models (LLMs) that synthesize natural language, text-to-image generators, and more. However, adjusting hyperparameters often impacts model convergence.

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AWS Machine Learning Blog

MAY 30, 2023

In 2021, we launched AWS Support Proactive Services as part of the AWS Enterprise Support plan. Since its introduction, we have helped hundreds of customers optimize their workloads, set guardrails, and improve visibility of their machine learning (ML) workloads’ cost and usage.

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AWS Machine Learning Blog

JULY 20, 2023

Artificial intelligence (AI) has become an important and popular topic in the technology community. As AI has evolved, we have seen different types of machine learning (ML) models emerge. One approach, known as ensemble modeling , has been rapidly gaining traction among data scientists and practitioners.

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AWS Machine Learning Blog

AUGUST 8, 2023

Artificial intelligence (AI) adoption is accelerating across industries and use cases. Recent scientific breakthroughs in deep learning (DL), large language models (LLMs), and generative AI is allowing customers to use advanced state-of-the-art solutions with almost human-like performance. It is designed to run models at scale on both CPU and GPU.

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