AWS Machine Learning - AI

APRIL 10, 2025

For more information on generating JSON using the Converse API, refer to Generating JSON with the Amazon Bedrock Converse API. For more information on Mistral AI models available on Amazon Bedrock, refer to Mistral AI models now available on Amazon Bedrock. Additionally, Pixtral Large supports the Converse API and tool usage.

Generative AI 96

Generative AI AWS Technical Review Artificial Inteligence 96

Palo Alto Networks

OCTOBER 21, 2024

Powered by Precision AI™ – our proprietary AI system – this solution combines machine learning, deep learning and generative AI to deliver advanced, real-time protection. Machine learning analyzes historical data for accurate threat detection, while deep learning builds predictive models that detect security issues in real time.

Compliance 111

Compliance Virtualization Conference Generative AI 111

AWS Machine Learning - AI

MARCH 26, 2025

Finally, use the generated images as reference material for 3D artists to create fully realized game environments. For instructions, refer to Clean up Amazon SageMaker notebook instance resources. Shes passionate about machine learning technologies and environmental sustainability.

Generative AI 109

Generative AI Games Development AWS 109

Netflix Tech

NOVEMBER 11, 2022

Data analysis and machine learning techniques are great candidates to help secure large-scale streaming platforms. Although model-based anomaly detection approaches are more scalable and suitable for real-time analysis, they highly rely on the availability of (often labeled) context-specific data.

Machine Learning 128

Machine Learning Artificial Inteligence Metrics Training 128

Apiumhub

DECEMBER 9, 2024

Give each secret a clear name, as youll use these names to reference them in Synapse. Add a Linked Service to the pipeline that references the Key Vault. When setting up a linked service for these sources, reference the names of the secrets stored in Key Vault instead of hard-coding the credentials.

Azure 91

Azure Analytics Storage Machine Learning 91

Hacker Earth Developers Blog

DECEMBER 4, 2024

Example: “Imagine you’re explaining how machine learning works to a client with no technical background. Example: Ask a group of candidates to design an architecture for a scalable web application. Feedback and Reference checks Use references and peer feedback to validate interpersonal skills.

Recruiting 130

Recruiting Technical Review Software Review Exercises 130

AWS Machine Learning - AI

OCTOBER 29, 2024

Observability refers to the ability to understand the internal state and behavior of a system by analyzing its outputs, logs, and metrics. For a detailed breakdown of the features and implementation specifics, refer to the comprehensive documentation in the GitHub repository.

Generative AI 109

Generative AI Applications AWS Knowledge Base 109

AWS Machine Learning - AI

NOVEMBER 14, 2024

Large Medium – This refers to the material or technique used in creating the artwork. This might involve incorporating additional data such as reference images or rough sketches as conditioning inputs alongside your text prompts. She’s passionate about machine learning technologies and environmental sustainability.

Engineering 112

Engineering AWS 3D Generative AI 112

AWS Machine Learning - AI

NOVEMBER 22, 2024

The map functionality in Step Functions uses arrays to execute multiple tasks concurrently, significantly improving performance and scalability for workflows that involve repetitive operations. We're more than happy to provide further references upon request. after our text key to reference a node in this state’s JSON input.

Generative AI 88

Generative AI AWS Technical Review Backup 88

TechCrunch

MARCH 23, 2022

With offices in Tel Aviv and New York, Datagen “is creating a complete CV stack that will propel advancements in AI by simulating real world environments to rapidly train machine learning models at a fraction of the cost,” Vitus said. ” Investors that had backed Datagen’s $18.5

Automotive 242

Automotive Artificial Inteligence Machine Learning VR 242

AWS Machine Learning - AI

MARCH 13, 2025

It is designed to handle the demanding computational and latency requirements of state-of-the-art transformer models, including Llama, Falcon, Mistral, Mixtral, and GPT variants for a full list of TGI supported models refer to supported models. For a complete list of runtime configurations, please refer to text-generation-launcher arguments.

Artificial Inteligence 95

Artificial Inteligence AWS Machine Learning Load Balancer 95

AWS Machine Learning - AI

MARCH 3, 2025

The architectures modular design allows for scalability and flexibility, making it particularly effective for training LLMs that require distributed computing capabilities. To learn more details about these service features, refer to Generative AI foundation model training on Amazon SageMaker.

Artificial Inteligence 87

Artificial Inteligence Generative AI AWS Training 87

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. For details on all the fields and providing configuration of various vector stores supported by Knowledge Bases for Amazon Bedrock, refer to AWS::Bedrock::KnowledgeBase.

Knowledge Base 125

Knowledge Base Scalability Applications Generative AI 125

AWS Machine Learning - AI

NOVEMBER 6, 2024

Readers will learn the key design decisions, benefits achieved, and lessons learned from Hearst’s innovative CCoE team. This solution can serve as a valuable reference for other organizations looking to scale their cloud governance and enable their CCoE teams to drive greater impact. About the Authors Steven Craig is a Sr.

Generative AI 107

Generative AI Government Technical Review Innovation 107

TechCrunch

JANUARY 23, 2023

The consulting giant reportedly paid around $50 million for Iguazio, a Tel Aviv-based company offering an MLOps platform for large-scale businesses — “MLOps” referring to a set of tools to deploy and maintain machine learning models in production.

Machine Learning 222

Machine Learning Artificial Inteligence Continuous Delivery ChatGPT 222

AWS Machine Learning - AI

OCTOBER 31, 2024

If you don’t have an AWS account, refer to How do I create and activate a new Amazon Web Services account? If you don’t have an existing knowledge base, refer to Create an Amazon Bedrock knowledge base. Performance optimization The serverless architecture used in this post provides a scalable solution out of the box.

Generative AI 122

Generative AI Lambda Applications AWS 122

Openxcell

MARCH 30, 2023

From human genome mapping to Big Data Analytics, Artificial Intelligence (AI),Machine Learning, Blockchain, Mobile digital Platforms (Digital Streets, towns and villages),Social Networks and Business, Virtual reality and so much more. What is Machine Learning? Machine Learning delivers on this need.

Artificial Inteligence 98

Artificial Inteligence Machine Learning IoT Internet 98

AWS Machine Learning - AI

OCTOBER 16, 2024

As DPG Media grows, they need a more scalable way of capturing metadata that enhances the consumer experience on online video services and aids in understanding key content characteristics. To evaluate the metadata quality, the team used reference-free LLM metrics, inspired by LangSmith.

Media 115

Media Video Artificial Inteligence Generative AI 115

AWS Machine Learning - AI

APRIL 16, 2025

This challenge is further compounded by concerns over scalability and cost-effectiveness. You can run vLLM inference containers using Amazon SageMaker , as demonstrated in Efficient and cost-effective multi-tenant LoRA serving with Amazon SageMaker in the AWS Machine Learning Blog. vLLM also has limited quantization support.

Artificial Inteligence 89

Artificial Inteligence Generative AI AWS Storage 89

AWS Machine Learning - AI

JANUARY 29, 2025

Governance in the context of generative AI refers to the frameworks, policies, and processes that streamline the responsible development, deployment, and use of these technologies. For a comprehensive read about vector store and embeddings, you can refer to The role of vector databases in generative AI applications.

Generative AI 86

Generative AI Organization Enterprise Artificial Inteligence 86

AWS Machine Learning - AI

MARCH 4, 2025

We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices. This scalability allows for more frequent and comprehensive reviews.

Generative AI 107

Generative AI Technical Review Software Review Systems Review 107

Cloudera

JANUARY 20, 2021

Machine learning is now being used to solve many real-time problems. This table can be massively scaled to any use-case and this is why HBase is superior in this application as it’s a distributed, scalable, big data store. Make sure you read Part 1 and Part 2 before reading this installment. Background / Overview.

Machine Learning 115

Machine Learning Artificial Inteligence Applications Data 115

CIO

MARCH 31, 2025

Sovereign AI refers to a national or regional effort to develop and control artificial intelligence (AI) systems, independent of the large non-EU foreign private tech platforms that currently dominate the field. Talent shortages AI development requires specialized knowledge in machine learning, data science, and engineering.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

AWS Machine Learning - AI

SEPTEMBER 26, 2024

Trained on the Amazon SageMaker HyperPod , Dream Machine excels in creating consistent characters, smooth motion, and dynamic camera movements. To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. accelerate launch train_stage_1.py py --config configs/train/stage1.yaml

Case Study 117

Case Study Video Training Scalability 117

AWS Machine Learning - AI

MARCH 20, 2025

It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats. With Amazon Bedrock Data Automation, enterprises can accelerate AI adoption and develop solutions that are secure, scalable, and responsible.

Data 112

Data Generative AI Artificial Inteligence Compliance 112

AWS Machine Learning - AI

MARCH 14, 2025

Raj specializes in Machine Learning with applications in Generative AI, Natural Language Processing, Intelligent Document Processing, and MLOps. He is passionate about building scalable software solutions that solve customer problems. Krishna Gourishetti is a Senior Software Engineer for the Bedrock Agents team in AWS.

AWS 131

AWS Generative AI Linux Groups 131

TechCrunch

SEPTEMBER 27, 2021

Machine learning and other artificial intelligence applications add even more complexity. “With a step-function increase in folks working/studying from home and relying on cloud-based SaaS/PaaS applications, the deployment of scalable hardware infrastructure has accelerated,” Gajendra said in an email to TechCrunch.

Artificial Inteligence 246

Artificial Inteligence Applications Cloud Artificial Intelligence 246

Cloudera

JANUARY 7, 2025

While multi-cloud generally refers to the use of multiple cloud providers, hybrid encompasses both cloud and on-premises integrations, as well as multi-cloud setups. The scalable cloud infrastructure optimized costs, reduced customer churn, and enhanced marketing efficiency through improved customer segmentation and retention models.

Cloud 82

Cloud Data Scalability Compliance 82

AWS Machine Learning - AI

MARCH 20, 2025

The Asure team was manually analyzing thousands of call transcripts to uncover themes and trends, a process that lacked scalability. Staying ahead in this competitive landscape demands agile, scalable, and intelligent solutions that can adapt to changing demands. Architecture The following diagram illustrates the solution architecture.

Generative AI 79

Generative AI Artificial Inteligence Metrics AWS 79

AWS Machine Learning - AI

JANUARY 22, 2025

Asaf has more than six years of both academic and industry experience in applying state-of-the-art and novel machine learning methods to the domain of networking and cybersecurity. Daniel Pienica is a Data Scientist at Cato Networks with a strong passion for large language models (LLMs) and machine learning (ML).

Network 109

Network Artificial Inteligence Machine Learning Serverless 109

Netflix Tech

DECEMBER 10, 2020

The commissioning of a series or film, which we refer to as a title , is a creative decision. In this post we explore how machine learning and statistical modeling can aid creative decision makers in tackling these questions at a global scale. Our job is to support them. box office, Nielsen ratings).

Machine Learning 97

Machine Learning Artificial Inteligence Film Training 97

TechCrunch

DECEMBER 14, 2022

DARPA also funded Verma’s research into in-memory computing for machine learning computations — “in-memory,” here, referring to running calculations in RAM to reduce the latency introduced by storage devices. sets of AI algorithms) while remaining scalable.

Hardware 216

Hardware Development Machine Learning Artificial Inteligence 216

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. For more information, refer to the Amazon Bedrock User Guide.

Generative AI 129

Generative AI Artificial Inteligence AWS Technical Review 129

AWS Machine Learning - AI

MARCH 11, 2025

is helping enterprise customers design and manage agentic workflows in a secure and scalable manner. FloTorch offers an open source version for customers with scalable experimentation with different chunking, embedding, retrieval, and inference strategies. About FloTorch FloTorch.ai You can connect with Prasanna on LinkedIn.

Artificial Inteligence 102

Artificial Inteligence Knowledge Base Comparison Generative AI 102

TechCrunch

OCTOBER 25, 2022

“We’re engineering the AI platform to help overcome this access barrier … [by] delivering a game-changing, user-friendly and scalable technology with superior performance and efficiency at a fraction of the cost of existing players to accelerate computing vision and natural language processing at the edge.”

Hardware 240

Hardware Machine Learning Artificial Inteligence Blockchain 240

AWS Machine Learning - AI

MARCH 27, 2025

Refer to the following considerations related to AWS Control Tower upgrades from 2.x As AI and machine learning capabilities continue to evolve, finding the right balance between security controls and innovation enablement will remain a key challenge for organizations. If youre using a version less than 3.x

Artificial Inteligence 112

Artificial Inteligence AWS Technical Review Policies 112

AWS Machine Learning - AI

NOVEMBER 26, 2024

there is an increasing need for scalable, reliable, and cost-effective solutions to deploy and serve these models. For more information on how to view and increase your quotas, refer to Amazon EC2 service quotas. For production use, make sure that load balancing and scalability considerations are addressed appropriately.

AWS 100

AWS Load Balancer Software Review Artificial Inteligence 100