AWS Machine Learning - AI

DECEMBER 4, 2024

Scalable infrastructure – Bedrock Marketplace offers configurable scalability through managed endpoints, allowing organizations to select their desired number of instances, choose appropriate instance types, define custom auto scaling policies that dynamically adjust to workload demands, and optimize costs while maintaining performance.

Artificial Inteligence 90

Artificial Inteligence Microservices Generative AI AWS 90

CIO

JANUARY 14, 2025

The gap between emerging technological capabilities and workforce skills is widening, and traditional approaches such as hiring specialized professionals or offering occasional training are no longer sufficient as they often lack the scalability and adaptability needed for long-term success.

Technical Advisors 187

Technical Advisors Strategy Training Survey 187

Crunchbase News

OCTOBER 17, 2024

The startup uses light to link chips together and to do calculations for the deep learning necessary for AI. The Columbus, Ohio-based company currently has two robotic welding products in the market, both leveraging vision systems, artificial intelligence and machine learning to autonomously weld steel parts.

Data Center 124

Data Center Artificial Inteligence Data Energy 124

AWS Machine Learning - AI

DECEMBER 2, 2024

For generative AI models requiring multiple instances to handle high-throughput inference requests, this added significant overhead to the total scaling time, potentially impacting application performance during traffic spikes. We ran 5+ scaling simulations and observed consistent performance with low variations across trials.

Generative AI 88

Generative AI Artificial Inteligence Machine Learning AWS 88

TechCrunch

MAY 24, 2022

Called Hugging Face Endpoints on Azure, Hugging Face co-founder and CEO Clément Delangue described it as a way to turn Hugging Face-developed AI models into “scalable production solutions.” ” “The mission of Hugging Face is to democratize good machine learning,” Delangue said in a press release.

Azure 246

Azure Artificial Inteligence Machine Learning Off-The-Shelf 246

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability.

Generative AI 101

Generative AI Video Engineering Artificial Inteligence 101

TechCrunch

AUGUST 25, 2021

Python is one of the top programming languages used among artificial intelligence and machine learning developers and data scientists, but as Behzad Nasre, co-founder and CEO of Bodo.ai, points out, it is challenging to use when handling large-scale data. Sentry launches new performance monitoring software for Python and JavaScript.

Artificial Inteligence 234

Artificial Inteligence Machine Learning Data Artificial Intelligence 234

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. In these scenarios, the very scalability that makes pay-as-you-go models attractive can undermine an organization’s return on investment.

Data 130

Data Storage Culture Resources 130

Xebia

FEBRUARY 23, 2025

The first agents to emerge are expected to perform small, structured internal tasks with some degree of fault-tolerance, such as helping to change passwords on IT systems or book vacation time on HR platforms. Likewise, understanding AI performance is essential. Despite the promise, obstacles remain.

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

AWS Machine Learning - AI

NOVEMBER 7, 2024

SageMaker JumpStart is a machine learning (ML) hub that provides a wide range of publicly available and proprietary FMs from providers such as AI21 Labs, Cohere, Hugging Face, Meta, and Stability AI, which you can deploy to SageMaker endpoints in your own AWS account. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 102

Generative AI AWS Artificial Inteligence Enterprise 102

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. In these scenarios, the very scalability that makes pay-as-you-go models attractive can undermine an organization’s return on investment.

Data 130

Data Storage Culture Resources 130

AWS Machine Learning - AI

NOVEMBER 15, 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, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

NOVEMBER 6, 2024

Traditionally, building frontend and backend applications has required knowledge of web development frameworks and infrastructure management, which can be daunting for those with expertise primarily in data science and machine learning. The full code of the demo is available in the GitHub repository.

Generative AI 111

Generative AI AWS Artificial Inteligence Applications 111

AWS Machine Learning - AI

APRIL 10, 2025

In this post, we demonstrate how to effectively perform model customization and RAG with Amazon Nova models as a baseline. Fine-tuning is one such technique, which helps in injecting task-specific or domain-specific knowledge for improving model performance.

Case Study 96

Case Study Artificial Inteligence Study Generative AI 96

AWS Machine Learning - AI

NOVEMBER 1, 2024

Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. This scalable, programmatic approach eliminates inefficient manual processes, reduces the risk of excess spending, and ensures that critical applications receive priority. However, there are considerations to keep in mind.

Generative AI 128

Generative AI AWS Artificial Inteligence Budget 128

AWS Machine Learning - AI

MARCH 14, 2025

This capability enables Anthropics Claude models to identify whats on a screen, understand the context of UI elements, and recognize actions that should be performed such as clicking buttons, typing text, scrolling, and navigating between applications. Finally, the CRM agent was used to get additional information on the customer.

AWS 121

AWS Generative AI Linux Groups 121

AWS Machine Learning - AI

APRIL 9, 2025

Although an individual LLM can be highly capable, it might not optimally address a wide range of use cases or meet diverse performance requirements. In contrast, more complex questions might require the application to summarize a lengthy dissertation by performing deeper analysis, comparison, and evaluation of the research results.

Artificial Inteligence 102

Artificial Inteligence Generative AI AWS Applications 102

Apiumhub

DECEMBER 9, 2024

Also combines data integration with machine learning. Spark Pools for Big Data Processing Synapse integrates with Apache Spark, enabling distributed processing for large datasets and allowing machine learning and data transformation tasks within the same platform. When Should You Use Azure Synapse Analytics?

Azure 89

Azure Analytics Storage Artificial Inteligence 89

AWS Machine Learning - AI

MARCH 26, 2025

The model demonstrates improved performance in image quality, typography, and complex prompt understanding. She helps AWS Enterprise customers grow by understanding their goals and challenges, and guiding them on how they can architect their applications in a cloud-native manner while making sure they are resilient and scalable.

Generative AI 98

Generative AI Games Development AWS 98

AWS Machine Learning - AI

OCTOBER 29, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 99

Generative AI Applications AWS Knowledge Base 99

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. This approach aligns with the Operational Excellence pillar, which emphasizes performing operations as code.

Knowledge Base 119

Knowledge Base Scalability Applications Generative AI 119

CIO

MARCH 31, 2025

high-performance computing GPU), data centers, and energy. Talent shortages AI development requires specialized knowledge in machine learning, data science, and engineering. Many countries face challenges in acquiring or developing the necessary resources, particularly hardware and energy to support AI capabilities.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

TechCrunch

DECEMBER 17, 2021

Powered by machine learning, cove.tool is designed to give architects, engineers and contractors a way to measure a wide range of building performance metrics while reducing construction cost. Ahuja said the company’s core competitors are consultants that are performing similar work manually.

Sustainability 253

Sustainability Construction Tools Artificial Inteligence 253

Cloudera

JANUARY 7, 2025

Image: The Importance of Hybrid and Multi-Cloud Strategy Key benefits of a hybrid and multi-cloud approach include: Flexible Workload Deployment: The ability to place workloads in environments that best meet performance needs and regulatory requirements allows organizations to optimize operations while maintaining compliance.

Cloud 82

Cloud Data Scalability Compliance 82

Openxcell

FEBRUARY 27, 2025

These agents are reactive, respond to inputs immediately, and learn from data to improve over time. Different technologies like NLP (natural language processing), machine learning, and automation are used to build an AI agent. Learning Agents Learning agents improve their performance over time by adapting to new data.

UI/UX 69

UI/UX How To Artificial Inteligence Machine Learning 69

Perficient

NOVEMBER 17, 2024

It enables seamless and scalable access to SAP and non-SAP data with its business context, logic, and semantic relationships preserved. A data lakehouse is a unified platform that combines the scalability and flexibility of a data lake with the structure and performance of a data warehouse. What is SAP Datasphere?

Artificial Inteligence 59

Artificial Inteligence Machine Learning Architecture Analytics 59

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. 70B-Instruct ), offer different trade-offs between performance and resource requirements.

Generative AI 119

Generative AI Artificial Inteligence AWS Serverless 119

AWS Machine Learning - AI

JULY 24, 2024

This post is a joint collaboration between Salesforce and AWS and is being cross-published on both the Salesforce Engineering Blog and the AWS Machine Learning Blog. LMI containers are a set of high-performance Docker Containers purpose built for LLM inference. Salesforce, Inc.

Artificial Inteligence 118

Artificial Inteligence Performance Open Source Machine Learning 118

AWS Machine Learning - AI

NOVEMBER 14, 2024

This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services. Architecture The following figure shows the architecture of the solution.

Artificial Inteligence 100

Artificial Inteligence Generative AI Travel AWS 100

AWS Machine Learning - AI

OCTOBER 16, 2024

For some content, additional screening is performed to generate subtitles and captions. 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.

Media 107

Media Video Artificial Inteligence Generative AI 107

AWS Machine Learning - AI

MARCH 13, 2025

The following figure illustrates the performance of DeepSeek-R1 compared to other state-of-the-art models on standard benchmark tests, such as MATH-500 , MMLU , and more. To learn more about Hugging Face TGI support on Amazon SageMaker AI, refer to this announcement post and this documentation on deploy models to Amazon SageMaker AI.

Artificial Inteligence 84

Artificial Inteligence AWS Machine Learning Load Balancer 84

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. AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment.

AWS 90

AWS Load Balancer Software Review Artificial Inteligence 90

Hacker Earth Developers Blog

DECEMBER 4, 2024

Tech roles are rarely performed in isolation. Example: A candidate might perform well in a calm, structured interview environment but struggle to collaborate effectively in high-pressure, real-world scenarios like product launches or tight deadlines. Why interpersonal skills matter in tech hiring ? How would you describe it?”

Recruiting 130

Recruiting Technical Review Software Review Exercises 130

CIO

JULY 2, 2024

This scalability allows you to expand your business without needing a proportionally larger IT team.” Many AI systems use machine learning, constantly learning and adapting to become even more effective over time,” he says. AI can also identify hidden dependencies, capture normal behavior, and perform impact analyses. “In

Artificial Inteligence 215

Artificial Inteligence Software Review Technical Advisors Technical Review 215

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 101

Data Generative AI Artificial Inteligence Compliance 101

CIO

JULY 22, 2024

According to a recent Skillable survey of over 1,000 IT professionals, it’s highly likely that your IT training isn’t translating into job performance. Four in 10 IT workers say that the learning opportunities offered by their employers don’t improve their job performance. The team turned to virtual IT labs as an alternative.

Technical Review 166

Technical Review Performance Training Software Review 166

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? For this HPC will bring massive parallel computing, cluster and workload managers and high-performance components to the table. It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead.

AWS 147

AWS Performance Storage Linux 147