AWS Machine Learning - AI

APRIL 30, 2025

Prerequisites For a successful implementation of Amazon Bedrock Model Distillation, youll need to meet several requirements. We recommend referring to the Submit a model distillation job in Amazon Bedrock in the official AWS documentation for the most up-to-date and comprehensive information. 70B and Llama 3.1

Artificial Inteligence 119

Artificial Inteligence Generative AI AWS Training 119

AWS Machine Learning - AI

NOVEMBER 27, 2024

Large language models (LLMs) have witnessed an unprecedented surge in popularity, with customers increasingly using publicly available models such as Llama, Stable Diffusion, and Mistral. About the Authors Kanwaljit Khurmi is a Principal Worldwide Generative AI Solutions Architect at AWS.

Training 113

Training Artificial Inteligence AWS Machine Learning 113

AWS Machine Learning - AI

NOVEMBER 22, 2024

Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services. We can also quickly integrate flows with our applications using the SDK APIs for serverless flow execution — without wasting time in deployment and infrastructure management.

Generative AI 125

Generative AI Artificial Inteligence Knowledge Base AWS 125

CIO

APRIL 2, 2025

Artificial intelligence (AI) has long since arrived in companies. AI consulting: A definition AI consulting involves advising on, designing and implementing artificial intelligence solutions. AI is not only a technological change, but also a cultural one that affects employees and managers alike.

Artificial Inteligence 120

Artificial Inteligence Technical Advisors Artificial Intelligence Automotive 120

AWS Machine Learning - AI

MARCH 3, 2025

SageMaker HyperPod recipes help data scientists and developers of all skill sets to get started training and fine-tuning popular publicly available generative AI models in minutes with state-of-the-art training performance. All of this runs under the SageMaker managed environment, providing optimal resource utilization and security.

Artificial Inteligence 102

Artificial Inteligence Generative AI AWS Training 102

AWS Machine Learning - AI

MARCH 14, 2025

Organizations building and deploying AI applications, particularly those using large language models (LLMs) with Retrieval Augmented Generation (RAG) systems, face a significant challenge: how to evaluate AI outputs effectively throughout the application lifecycle.

Knowledge Base 108

Knowledge Base Applications Artificial Inteligence Generative AI 108

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 135

Generative AI AWS Artificial Inteligence Innovation 135

AWS Machine Learning - AI

JULY 24, 2024

Large language models (LLMs) have achieved remarkable success in various natural language processing (NLP) tasks, but they may not always generalize well to specific domains or tasks. You may need to customize an LLM to adapt to your unique use case, improving its performance on your specific dataset or task.

Artificial Inteligence 131

Artificial Inteligence Generative AI Training AWS 131

AWS Machine Learning - AI

APRIL 1, 2025

AWS App Studio is a generative AI-powered service that uses natural language to build business applications, empowering a new set of builders to create applications in minutes. Cross-instance Import and Export Enabling straightforward and self-service migration of App Studio applications across AWS Regions and AWS accounts.

AWS 106

AWS Software Review Technical Review Generative AI 106

AWS Machine Learning - AI

AUGUST 21, 2024

Amazon DataZone is a data management service that makes it quick and convenient to catalog, discover, share, and govern data stored in AWS, on-premises, and third-party sources. An Amazon DataZone domain and an associated Amazon DataZone project configured in your AWS account.

Artificial Inteligence 123

Artificial Inteligence Machine Learning Government Software Review 123

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business can increase productivity across diverse teams, including developers, architects, site reliability engineers (SREs), and product managers. Amazon Q Business is one of the AWS suites of generative AI services that provides a web-based utility to set up, manage, and interact with Amazon Q.

Generative AI 107

Generative AI AWS Innovation Knowledge Base 107

CIO

DECEMBER 1, 2023

If you’re an end user and you are part of our conversational search, some of those queries will go to both ChatGPT-4 in Azure as well as Anthropic in AWS in a single transaction,” the CTO says. “If We will pick the optimal LLM. We use AWS and Azure. We’ll take the optimal model to answer the question that the customer asks.”

Generative AI 193

Generative AI Artificial Inteligence ChatGPT Azure 193

AWS Machine Learning - AI

JULY 29, 2024

In Part 3 , we demonstrate how business analysts and citizen data scientists can create machine learning (ML) models, without code, in Amazon SageMaker Canvas and deploy trained models for integration with Salesforce Einstein Studio to create powerful business applications.

Generative AI 125

Generative AI Artificial Inteligence Applications AWS 125

CIO

MAY 15, 2024

Its core capability—using large language models (LLMs) to create content, whether it’s code or conversations—can introduce a whole new layer of engagement for organizations. Is there a risk of enterprise data being exposed via an LLM ? That’s why experts estimate the technology could add the equivalent of $2.6

Artificial Inteligence 148

Artificial Inteligence System Artificial Intelligence Engineering 148

AWS Machine Learning - AI

AUGUST 6, 2024

Now I’d like to turn to a slightly more technical, but equally important differentiator for Bedrock—the multiple techniques that you can use to customize models and meet your specific business needs. Customization unlocks the transformative potential of large language models.

Generative AI 140

Generative AI Artificial Inteligence Applications Knowledge Base 140

AWS Machine Learning - AI

NOVEMBER 6, 2024

The challenge: Enabling self-service cloud governance at scale Hearst undertook a comprehensive governance transformation for their Amazon Web Services (AWS) infrastructure. The CCoE implemented AWS Organizations across a substantial number of business units. About the Authors Steven Craig is a Sr. Director, Cloud Center of Excellence.

Generative AI 117

Generative AI Government Technical Review Innovation 117

AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker Unified Studio combines various AWS services, including Amazon Bedrock , Amazon SageMaker , Amazon Redshift , Amazon Glue , Amazon Athena , and Amazon Managed Workflows for Apache Airflow (MWAA) , into a comprehensive data and AI development platform. Navigate to the AWS Secrets Manager console and find the secret -api-keys.

Generative AI 107

Generative AI Applications Technical Review Software Review 107

AWS Machine Learning - AI

MAY 1, 2024

Large language models (LLMs) are making a significant impact in the realm of artificial intelligence (AI). Llama2 by Meta is an example of an LLM offered by AWS. Llama2 by Meta is an example of an LLM offered by AWS.

AWS 126

AWS Artificial Inteligence Training Generative AI 126

AWS Machine Learning - AI

APRIL 10, 2025

Today, we are excited to announce that Mistral AI s Pixtral Large foundation model (FM) is generally available in Amazon Bedrock. With this launch, you can now access Mistrals frontier-class multimodal model to build, experiment, and responsibly scale your generative AI ideas on AWS.

Generative AI 112

Generative AI AWS Technical Review Artificial Inteligence 112

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. Our field organization includes customer-facing teams (account managers, solutions architects, specialists) and internal support functions (sales operations).

Generative AI 130

Generative AI AWS Artificial Inteligence Technical Review 130

O'Reilly Media - Ideas

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). You’re responsible for the design, the product-market fit, and ultimately for getting the product out the door.

Product Management 145

Product Management Artificial Inteligence Machine Learning Weak Development Team 145

CIO

AUGUST 29, 2024

Google has updated its Gemini large language model (LLM) with a new feature, dubbed Gems, that allows users to train Gemini on any topic of their choice and use it as a customized AI assistant for various use cases. Gemini Advanced is a paid premium subscription of Gemini with the first month free presently.

Artificial Inteligence 193

Artificial Inteligence ChatGPT Internet Enterprise 193

AWS Machine Learning - AI

JULY 9, 2024

Sonnet currently ranks at the top of S&P AI Benchmarks by Kensho , which assesses large language models (LLMs) for finance and business. Although these evaluations are useful in giving LLM users a sense of an LLM’s relative performance, they have limitations. Anthropic Claude 3.5

Artificial Inteligence 125

Artificial Inteligence Generative AI AWS Machine Learning 125

AWS Machine Learning - AI

MARCH 3, 2025

Amazon Bedrock Marketplace is a new capability in Amazon Bedrock that enables developers to discover, test, and use over 100 popular, emerging, and specialized foundation models (FMs) alongside the current selection of industry-leading models in Amazon Bedrock. For more Mistral resources on AWS, check out the GitHub repo.

Insurance 113

Insurance AWS eCommerce Software Review 113

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. Its solutions are underpinned with security and privacy by design.

Generative AI 127

Generative AI Artificial Inteligence AWS Machine Learning 127

AWS Machine Learning - AI

MAY 2, 2024

Amazon Personalize makes it straightforward to personalize your website, app, emails, and more, using the same machine learning (ML) technology used by Amazon, without requiring ML expertise. Highly automated operations – Our new recipes are designed to reduce your overhead for training and tuning the model.

Artificial Inteligence 123

Artificial Inteligence Machine Learning Software Engineering AWS 123

Altexsoft

JUNE 29, 2021

In a world fueled by disruptive technologies, no wonder businesses heavily rely on machine learning. Google, in turn, uses the Google Neural Machine Translation (GNMT) system, powered by ML, reducing error rates by up to 60 percent. The role of a machine learning engineer in the data science team.

Artificial Inteligence 105

Artificial Inteligence Machine Learning Engineering Data Engineering 105

CIO

DECEMBER 19, 2024

In especially high demand are IT pros with software development, data science and machine learning skills. In the EV and battery space, software engineers and product managers are driving the build-out of connected charging networks and improving battery life. Contact us today to learn more.

Artificial Inteligence 78

Artificial Inteligence Sustainability Energy IoT 78

AWS Machine Learning - AI

DECEMBER 3, 2024

translates complex production telemetry data into clear, actionable insights for product managers, customer service specialists, and executives. To learn more about improving your operational efficiency with AI-powered observability, refer to the Amazon Q Business User Guide and explore New Relic AI capabilities.

Technical Review 107

Technical Review AWS eCommerce Systems Review 107

AWS Machine Learning - AI

OCTOBER 31, 2024

The web application that the user uses to retrieve answers is connected to an identity provider (IdP) or AWS IAM Identity Center. If you haven’t created one yet, refer to Build private and secure enterprise generative AI apps with Amazon Q Business and AWS IAM Identity Center for instructions. Access to AWS Secrets Manager.

AWS 122

AWS Generative AI Groups Applications 122

CIO

DECEMBER 30, 2024

Multi-model routing Not to be confused with multi-modal AI, multi-modal routing is when companies use more than one LLM to power their gen AI applications. Different AI models are better at different things, and some are cheaper than others, or have lower latency. And then theres the matter of having all your eggs in one basket.

Fractional CTO 212

Fractional CTO Software Development CTO Coach Architecture 212

AWS Machine Learning - AI

MAY 17, 2024

Today, we are excited to announce the Mixtral-8x22B large language model (LLM), developed by Mistral AI , is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. SageMaker JumpStart availability is dependent on the model; Mixtral-8x22B v0.1

Artificial Inteligence 127

Artificial Inteligence Generative AI Machine Learning Artificial Intelligence 127

AWS Machine Learning - AI

JANUARY 4, 2024

These LLMs can be leveraged to understand the natural language question and generate a corresponding SQL query as an output. Well-designed prompts that give the model sufficient instruction, context, examples, and retrieval augmentation are crucial for reliably translating natural language into SQL queries.

Generative AI 140

Generative AI Artificial Inteligence Enterprise Data 140

AWS Machine Learning - AI

NOVEMBER 26, 2023

How Amazon Bedrock is changing the landscape of conversational AI Amazon Bedrock is a user-friendly way to build and scale generative AI applications with foundational models (FMs). Amazon Bedrock offers an array of FMs from leading providers, so AWS customers have flexibility and choice to use the best models for their specific use case.

Generative AI 137

Generative AI Artificial Inteligence Training AWS 137

AWS Machine Learning - AI

JUNE 21, 2024

Amazon SageMaker JumpStart is a machine learning (ML) hub offering pre-trained models and pre-built solutions. It provides access to hundreds of foundation models (FMs). SageMaker JumpStart uses AWS Resource Access Manager (AWS RAM) to securely share private hubs with other accounts in the same organization.

Artificial Inteligence 123

Artificial Inteligence AWS Machine Learning Software Review 123

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. aligned identity provider (IdP).

Data 113

Data AWS Groups Knowledge Base 113

AWS Machine Learning - AI

JULY 23, 2024

collection of multilingual large language models (LLMs), which includes pre-trained and instruction tuned generative AI models in 8B, 70B, and 405B sizes, is available through Amazon SageMaker JumpStart to deploy for inference. models using SageMaker JumpStart. Overview of Llama 3.1 The Llama 3.1

Artificial Inteligence 128

Artificial Inteligence Machine Learning Training AWS 128