AWS Machine Learning - AI

DECEMBER 24, 2024

Manually managing such complexity can often be counter-productive and take away valuable resources from your businesses AI development. To simplify infrastructure setup and accelerate distributed training, AWS introduced Amazon SageMaker HyperPod in late 2023.

AWS 106

AWS Artificial Inteligence Generative AI Training 106

CIO

APRIL 25, 2025

AI skills broadly include programming languages, database modeling, data analysis and visualization, machine learning (ML), statistics, natural language processing (NLP), generative AI, and AI ethics.

Artificial Inteligence 190

Artificial Inteligence DevOps Virtualization Industry 190

AWS Machine Learning - AI

APRIL 1, 2025

In this post, we show you how to build an Amazon Bedrock agent that uses MCP to access data sources to quickly build generative AI applications. Model Context Protocol Developed by Anthropic as an open protocol, MCP provides a standardized way to connect AI models to virtually any data source or tool.

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Generative AI AWS Artificial Inteligence Software Review 134

AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface.

Artificial Inteligence 111

Artificial Inteligence Generative AI Travel AWS 111

AWS Machine Learning - AI

FEBRUARY 11, 2025

The integration of generative AI capabilities is driving transformative changes across many industries. This solution demonstrates how to create an AI-powered virtual meteorologist that can answer complex weather-related queries in natural language. In this solution, we use Amazon Bedrock Agents.

Virtualization 84

Virtualization Lambda AWS Authentication 84

CIO

MARCH 29, 2024

That’s why Rocket Mortgage has been a vigorous implementor of machine learning and AI technologies — and why CIO Brian Woodring emphasizes a “human in the loop” AI strategy that will not be pinned down to any one generative AI model. The rest are on premises.

Generative AI 201

Generative AI Artificial Inteligence AWS Machine Learning 201

AWS Machine Learning - AI

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.

Generative AI 133

Generative AI AWS Artificial Inteligence Innovation 133

AWS Machine Learning - AI

NOVEMBER 22, 2023

Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level.

Generative AI 137

Generative AI Artificial Inteligence AWS Machine Learning 137

AWS Machine Learning - AI

NOVEMBER 7, 2024

Generative AI has transformed customer support, offering businesses the ability to respond faster, more accurately, and with greater personalization. AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses. Python 3.9

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Lambda Enterprise Automotive Knowledge Base 129

AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

AWS Machine Learning - AI

MARCH 14, 2025

The computer use agent demo powered by Amazon Bedrock Agents provides the following benefits: Secure execution environment Execution of computer use tools in a sandbox environment with limited access to the AWS ecosystem and the web. Prerequisites AWS Command Line Interface (CLI), follow instructions here. Require Python 3.11

AWS 134

AWS Generative AI Linux Groups 134

CIO

JUNE 11, 2024

With a shortage of IT workers with AI skills looming, Amazon Web Services (AWS) is offering two new certifications to help enterprises building AI applications on its platform to find the necessary talent. AWS expects to release more courses over the next few months. AWS has been adding new certifications to its offering.

Artificial Inteligence 173

Artificial Inteligence AWS Artificial Intelligence Machine Learning 173

AWS Machine Learning - AI

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

Generative AI 132

Generative AI Artificial Inteligence Virtualization UI/UX 132

AWS Machine Learning - AI

OCTOBER 15, 2024

Now, with the advent of large language models (LLMs), you can use generative AI -powered virtual assistants to provide real-time analysis of speech, identification of areas for improvement, and suggestions for enhancing speech delivery. The generative AI capabilities of Amazon Bedrock efficiently process user speech inputs.

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Generative AI Virtualization Technical Advisors AWS 123

AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. AWS innovates to offer the most advanced infrastructure for ML.

Generative AI 145

Generative AI AWS Artificial Inteligence Software Review 145

AWS Machine Learning - AI

NOVEMBER 14, 2024

Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. This tutorial assumes you have the necessary AWS Identity and Access Management (IAM) permissions. Install Python 3.7 or later on your local machine.

Software Review 111

Software Review Technical Review AWS Artificial Inteligence 111

AWS Machine Learning - AI

NOVEMBER 15, 2024

The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Concerns about legal implications, accuracy of AI-generated outputs, data privacy, and broader societal impacts have underscored the importance of responsible AI development.

Applications 111

Applications Generative AI AWS Artificial Inteligence 111

AWS Machine Learning - AI

FEBRUARY 11, 2025

In this new era of emerging AI technologies, we have the opportunity to build AI-powered assistants tailored to specific business requirements. This solution ingests and processes data from hundreds of thousands of support tickets, escalation notices, public AWS documentation, re:Post articles, and AWS blog posts.

Knowledge Base 102

Knowledge Base Lambda Enterprise AWS 102

CIO

MARCH 20, 2025

AI practitioners and industry leaders discussed these trends, shared best practices, and provided real-world use cases during EXLs recent virtual event, AI in Action: Driving the Shift to Scalable AI. AI is no longer just a tool, said Vishal Chhibbar, chief growth officer at EXL. Its a driver of transformation.

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

AWS Machine Learning - AI

JANUARY 24, 2024

Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) with these solutions has become increasingly popular. Where is the data processed? Who has access to the data?

Generative AI 144

Generative AI AWS Artificial Inteligence Enterprise 144

AWS Machine Learning - AI

JULY 10, 2024

Our practical approach to transform responsible AI from theory into practice, coupled with tools and expertise, enables AWS customers to implement responsible AI practices effectively within their organizations. Techniques such as watermarking can be used to confirm if it comes from a particular AI model or provider.

Generative AI 136

Generative AI AWS Education Government 136

AWS Machine Learning - AI

APRIL 30, 2024

This outcome is achieved with a combination of AWS IAM Identity Center and Amazon Q Business. Many AWS enterprise customers use Organizations, and have IAM Identity Center organization instances associated with them.

Generative AI 133

Generative AI AWS Enterprise Authentication 133

AWS Machine Learning - AI

DECEMBER 6, 2024

The model is deployed in an AWS secure environment and under your virtual private cloud (VPC) controls, helping to support data security. Prerequisites To try out both NeMo models in SageMaker JumpStart, you will need the following prerequisites: An AWS account that will contain all your AWS resources.

Artificial Inteligence 105

Artificial Inteligence AWS Generative AI Training 105

CIO

SEPTEMBER 12, 2023

The hype around generative AI since ChatGPT’s launch in November 2022 has driven some software vendors to rush to incorporate the technology into their applications. Despite being an early adopter of AI in general, Salesforce has taken a more measured approach to generative AI.

Generative AI 174

Generative AI Artificial Inteligence Artificial Intelligence Conference 174

AWS Machine Learning - AI

APRIL 16, 2025

The increased usage of generative AI models has offered tailored experiences with minimal technical expertise, and organizations are increasingly using these powerful models to drive innovation and enhance their services across various domains, from natural language processing (NLP) to content generation.

Artificial Inteligence 101

Artificial Inteligence Generative AI AWS Storage 101

AWS Machine Learning - AI

AUGUST 8, 2024

Webex’s focus on delivering inclusive collaboration experiences fuels their innovation, which uses artificial intelligence (AI) and machine learning (ML), to remove the barriers of geography, language, personality, and familiarity with technology. Webex works with the world’s leading business and productivity apps—including AWS.

Generative AI 125

Generative AI Artificial Inteligence AWS Machine Learning 125

AWS Machine Learning - AI

MARCH 3, 2025

Recent advances in generative AI have led to the proliferation of new generation of conversational AI assistants powered by foundation models (FMs). AWS Local Zones are a type of edge infrastructure deployment that places select AWS services close to large population and industry centers.

AWS 82

AWS Artificial Inteligence Technical Review Systems Review 82

AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. These applications are a focus point for our generative AI efforts.

Generative AI 139

Generative AI Artificial Inteligence AWS Advertising 139

AWS Machine Learning - AI

NOVEMBER 20, 2024

In this post, we explore how you can use Amazon Q Business , the AWS generative AI-powered assistant, to build a centralized knowledge base for your organization, unifying structured and unstructured datasets from different sources to accelerate decision-making and drive productivity. For example, q-aurora-mysql-source.

Data 111

Data AWS Groups Knowledge Base 111

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Generative AI technology, such as conversational AI assistants, can potentially solve this problem by allowing members to ask questions in their own words and receive accurate, personalized responses. The service enables you to deploy and use LLMs in a secured and controlled environment.

Generative AI 128

Generative AI Healthcare Artificial Inteligence Insurance 128

AWS Machine Learning - AI

MARCH 3, 2025

Increasingly, organizations across industries are turning to generative AI foundation models (FMs) to enhance their applications. To learn more details about these service features, refer to Generative AI foundation model training on Amazon SageMaker. 24xlarge ) for training job usage: 12 P4 instances ( p4d.24xlarge

Artificial Inteligence 98

Artificial Inteligence Generative AI AWS Training 98

CIO

JUNE 11, 2024

Pegasystems has announced plans to expand the capabilities of its Pega GenAI enterprise platform by connecting to both Amazon Web Services (AWS) and Google Cloud large language models (LLMs). The announcement also underscores the rising importance of generative AI as a must-have functionality in the low-code market.

Artificial Inteligence 179

Artificial Inteligence Generative AI Google Cloud AWS 179

AWS Machine Learning - AI

SEPTEMBER 11, 2024

In recent years, TechOps has been using AI capabilities—called AIOps —for operational data collection, aggregation, and correlation to generate actionable insights, identity root causes, and more. The following table depicts a few examples of how AWS generative AI services can help with some of the day-to-day TechOps activities.

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Generative AI Technical Review Technology AWS 93

AWS Machine Learning - AI

NOVEMBER 26, 2023

In this post, we talk about how generative AI is changing the conversational AI industry by providing new customer and bot builder experiences, and the new features in Amazon Lex that take advantage of these advances. In today’s fast-paced world, we expect quick and efficient customer service from every business.

Generative AI 134

Generative AI Artificial Inteligence Training AWS 134

CIO

JULY 18, 2024

The early bills for generative AI experimentation are coming in, and many CIOs are finding them more hefty than they’d like — some with only themselves to blame. CIOs are also turning to OEMs such as Dell Project Helix or HPE GreenLake for AI, IDC points out.

Generative AI 204

Generative AI Artificial Inteligence Fractional CTO Open Source 204

AWS Machine Learning - AI

JANUARY 31, 2024

For Mendix, integrating the cutting-edge generative AI capabilities of Amazon Bedrock has been a game changer in redefining our customer experience landscape. In this post, we share how Mendix is revolutionizing customer experiences using Amazon Bedrock and generative AI. Amazon Bedrock offers many ready-to-use AI models.

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Generative AI AWS Innovation Artificial Inteligence 114

AWS Machine Learning - AI

OCTOBER 11, 2024

This post shows you how to create an AI-powered, event-driven operations assistant that automatically responds to operational events. It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services. AWS Cost Anomaly Detection alerts – Notifications about unusual spending patterns or cost spikes.

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Cloud AWS Serverless Lambda 97