Unite.AI

JUNE 21, 2023

The United States is on the brink of a transformative civil construction boom, thanks to the recently passed Infrastructure Investments and Jobs Act (IJJA), which dedicates $1.2 trillion to vital infrastructure projects. Beyond public engagement, NLP offers numerous benefits for stakeholders in infrastructure planning.

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Natural Language Processing NLP Automation Conversational AI 246

Unite.AI

AUGUST 15, 2023

Despite the buzz surrounding Generative AI , most industry experts have yet to address a significant question: Is there an infrastructural platform that can support this technology long-term, and if so, will it be sufficiently sustainable to support the radical innovations Generative AI promises?

Generative AI 246

Generative AI LLM Large Language Models AI 246

Unite.AI

APRIL 1, 2024

Work up to Big Innovation Creating an infrastructure that is designed to grow as the business does should be a top priority for technology leaders in 2024. The post Beyond Generative AI: Building a Comprehensive and Scalable Digital Infrastructure appeared first on Unite.AI.

Generative AI 182

Generative AI AI AI Software Development 182

IBM Journey to AI blog

AUGUST 3, 2023

In today’s fast-paced digital landscape, organizations need to ensure their cloud infrastructure is not only efficient and scalable but also compliant with various regulatory standards. IBM Cloud provides a powerful solution with its Infrastructure as Code (IaC) capabilities and the adoption of a shift-left approach to compliance.

Automation 168

Automation Software Development 168

Aiiot Talk

JULY 5, 2023

How can machine learning algorithms improve infrastructure resilience? They can transform how building managers and architects design and maintain infrastructure. Tools like digital twins, AI analytics, and automated structural monitoring improve visibility and pinpoint solutions to emerging infrastructure challenges.

Machine Learning 130

Machine Learning Artificial Intelligence Artificial Intelligence Algorithm 130

NVIDIA

MAY 14, 2024

Following an announcement by Japan’s Ministry of Economy, Trade and Industry, NVIDIA will play a central role in developing the nation’s generative AI infrastructure as Japan seeks to capitalize on the technology’s economic potential and further develop its workforce. and SoftBank Corp., and SoftBank Corp., Last week, SoftBank Corp.

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Generative AI AI AI 113

Analytics Vidhya

APRIL 23, 2021

The post Neural Networks Inside Internet Infrastructure appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Data models are important in decision-making. programming can.

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IBM Journey to AI blog

SEPTEMBER 13, 2023

Progressing with these imperatives necessitates a fresh approach to digital transformation, freeing businesses to focus on outcomes by transcending the constraints of current data, cloud and IT infrastructures. I also encourage you to explore this IBM-sponsored Moor Insights research paper that provides a roadmap into the future.

Artificial Intelligence 186

Artificial Intelligence Artificial Intelligence Automation AI 186

NVIDIA

SEPTEMBER 19, 2023

These modern-day generative AI applications demand full-stack accelerated compute, starting with state-of-the-art infrastructure that can handle massive workloads with speed and accuracy. 20, and visit these web pages on Oracle Cloud Infrastructure , OCI Compute , how Oracle approaches AI and the NVIDIA AI Platform.

Large Language Models 126

Large Language Models LLM Generative AI AI Modeling 126

IBM Journey to AI blog

JULY 20, 2023

When businesses need industry-leading performance scalability and reliability for their SAP ERP landscape, they turn to IBM® Power® for their compute infrastructure. Power Virtual Server for SAP HANA This DA is designed to assist you in deploying SAP S/4HANA software landscapes into the IBM Power Virtual Server infrastructure.

Automation 140

Automation 140

Flipboard

NOVEMBER 12, 2023

Generative AI has literally shaken the cloud infrastructure. The shape of Azure has drastically changed and continues to change rapidly to support …

Generative AI 98

Generative AI AI AI Machine Learning 98

Towards AI

AUGUST 18, 2023

Terraform 101: How to Use Terraform as an MLE to Automate a Production-Ready AWS Infrastructure This member-only story is on us. Terraform is an Infrastructure as Code (IaC) tool that lets you define your infrastructure in several declarative files and create, update, or destroy it with just a few CLI commands.

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ML Automation AI AI 85

Marktechpost

MARCH 29, 2024

With its initial product , developers may quickly install models on their cloud infrastructure using a command-line tool accessible on GitHub. The ability to host models on one’s infrastructure is a feature of open-source software, which lessens the need for third-party platforms and the risk of vendor lock-in.

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AI Researcher AI Research AI AI 104

Flipboard

NOVEMBER 30, 2023

Amazon Web Services to offer Nvidia-powered supercomputing infrastructure for generative AI, including 65 ExaFLOPS AI supercomputer.

Generative AI 147

Generative AI AI AI Artificial Intelligence 147

The MLOps Blog

MARCH 23, 2023

The size of large NLP models is increasing | Source Such large natural language processing models require significant computational power and memory, which is often the leading cause of high infrastructure costs. This article aims to provide some strategies, tips, and tricks you can apply to optimize your infrastructure while deploying them.

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NLP LLM Large Language Models Natural Language Processing 115

Marktechpost

APRIL 22, 2024

Cloud infrastructure is a key component of AI development and implementation in the modern era. There should be less complexity in managing and utilizing cloud infrastructure. Meet LaunchFlow , a cool AI innovative startup that streamlines and automates cloud deployments as an infrastructure-from-code (IaC) tool.

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DevOps Python Automation AI Developer 95

Flipboard

MARCH 17, 2023

Several data infrastructure and intelligence use cases take a decentralized approach to provide AI functionalities.

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AI AI Artificial Intelligence Artificial Intelligence 121

AWS Machine Learning Blog

JUNE 27, 2023

However, they faced challenges in managing and scaling their ML system, which consisted of various siloed ML and infrastructure components that had to be maintained manually. To learn more about the Provectus ML infrastructure and MLOps, visit Machine Learning Infrastructure and watch the webinar for more practical advice.

DevOps 90

DevOps ML Machine Learning Automation 90

Marktechpost

DECEMBER 31, 2023

It provides an integrated platform for deploying optimized models, a user-friendly GPU infrastructure configuration, an inexpensive API endpoint, and an optimized, high-throughput version of the model. It optimizes and simplifies the process of fine-tuning and publishing open-source models with just a single click.

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Generative AI Large Language Models AI AI 129

Marktechpost

MARCH 25, 2024

BasedAI operates as a distributed network of machines, offering decentralized infrastructure capable of integrating Fully Homomorphic Encryption with any LLM connected to its network. If you like our work, you will love our newsletter.

LLM 94

LLM Large Language Models ML AI 94

Bugra Akyildiz

MAY 14, 2023

Articles Pinterest publishes their user understanding infrastructure to power a variety of recommendations, search products in their platform. Therefore, it was imperative that the storage layer is able to handle out-of-order inserts. Handles duplicate values.

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Auto-classification LLM ML Large Language Models 52

AI News

NOVEMBER 15, 2023

The Department of Homeland Security’s (DHS) Cybersecurity and Infrastructure Security Agency (CISA) has launched its inaugural Roadmap for AI. DHS has a broad leadership role in advancing the responsible use of AI and this cybersecurity roadmap is one important element of our work,” said Secretary of Homeland Security Alejandro N. “The

Big Data 260

Big Data Artificial Intelligence Artificial Intelligence AI 260

Flipboard

FEBRUARY 14, 2023

Where would you look for a 2023 state of AI infrastructure analysis, if you really needed one? The answer should be obvious, of course, it’s Tel Aviv …

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Data Scarcity AI AI Artificial Intelligence 52

SAS Software

OCTOBER 31, 2023

The post How Data Middle Virtualization Can Reduce Your IT Infrastructure Requirements appeared first on SAS Blogs. With virtualization, you are able to create a sole virtual server instance and share the hardware means across applications/users. That drops your IT system [link] requirements, and with it, the operating costs.

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Bugra Akyildiz

JANUARY 1, 2023

If you are reading one 100-page report this week, I recommend prioritizing this report for AI Infrastructure: It talks a lot about the landscape and provide data points on the maturity and adoption level for different parts of the AI Infrastructure stack.

Large Language Models 52

Large Language Models Deep Learning AI AI 52

Analytics Vidhya

APRIL 11, 2024

Tech giant Meta is pushing the boundaries of AI infrastructure with the launch of its latest custom-made chips. Artemis, the upgraded Meta Training and Inference Accelerator (MTIA) AI chip is said to be their best so far, marking a significant leap in computational power.

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AI AI Artificial Intelligence Artificial Intelligence 225

Bugra Akyildiz

MARCH 12, 2023

Articles Lyft wrote about their model serving infrastructure in this blog post. They leverage Kubernetes and Envoy for model serving and use Gunicorn/Flask for their framework. Their learnings: Define the term “model” “Model” can refer to a wide variety of things (e.g.

Explainability 52

Explainability Data Drift Software Engineer ML 52

IBM Journey to AI blog

MARCH 28, 2024

As cloud computing continues to transform the enterprise workplace, private cloud infrastructure is evolving in lockstep, helping organizations in industries like healthcare, government and finance customize control over their data to meet compliance, privacy, security and other business needs. billion by 2033, up from USD 92.64

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DevOps Automation Generative AI Artificial Intelligence 248

AI News

FEBRUARY 21, 2024

Microsoft has announced plans to significantly boost its investment in AI and cloud infrastructure in Spain, with a commitment to quadruple its spending during 2024-2025 to reach $2.1 I’m thrilled to announce that we will expand our AI and cloud infrastructure in Spain by $2.1B USD in the next two years.

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Unite.AI

MAY 22, 2024

As CTO, Ugur helps clients architect and deploy API-driven, cloud-native and scalable enterprise-grade data infrastructure using MinIO. Can you describe your journey to becoming the CTO of MinIO, and how your experiences have shaped your approach to AI and data infrastructure?

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Machine Learning Metadata AI AI 147

Mlearning.ai

FEBRUARY 26, 2024

Learn to set up the perfect, AI-ready environment and create a robust landing zone for Azure OpenAI Continue reading on MLearning.ai »

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OpenAI AI AI ML 52

IBM Journey to AI blog

FEBRUARY 6, 2024

There would be no e-commerce, remote work capabilities or the IT infrastructure framework needed to support emerging technologies like generative AI and quantum computing. Cloud computing enables organizations to use infrastructure and applications over the internet without installing and maintaining them on-premises or in-house.

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DevOps Automation Software Development Big Data 251

IBM Journey to AI blog

APRIL 4, 2024

The need for private cloud settings is also closely linked to a hybrid cloud approach—the integration of on-premises, private cloud and public cloud into a single, flexible IT infrastructure—which is an essential part of the enterprise-business digital transformation journey.

Automation 232

Automation DevOps Software Development Generative AI 232

IBM Journey to AI blog

MAY 17, 2024

Legacy: Organizations at the beginning of their journey will have no cloud-ready applications or workloads, cloud services or cloud infrastructure. Simple SecOps: This phase includes some infrastructure-as-code (IaC) deployments and federation on some accounts.

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DevOps Automation AI AI 228

AWS Machine Learning Blog

APRIL 12, 2023

Using Amazon Elastic Compute Cloud (Amazon EC2) G5g instances featuring NVIDIA T4G Tensor Core GPUs as the infrastructure for ToxMod has helped us lower our costs by a factor of 5 (compared to G4dn instances) while achieving our goals on throughput and latency. He graduated from MIT with a Bachelor of Science in Physics.

Neural Network 63

Neural Network Machine Learning ML ML Engineer 63

Flipboard

DECEMBER 15, 2023

In the fast-evolving landscape of higher education, universities are embracing the transformative power of artificial intelligence (AI) to enhance …

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Artificial Intelligence Artificial Intelligence AI AI 65