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JUNE 28, 2023

DeepLearning.AI, in partnership with AWS, has announced an exciting new course on Coursera called "Generative AI with Large Language Models"

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AWS Machine Learning Blog

SEPTEMBER 19, 2023

Technical challenges with multi-modal data further include the complexity of integrating and modeling different data types, the difficulty of combining data from multiple modalities (text, images, audio, video), and the need for advanced computer science skills and sophisticated analysis tools.

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MAY 10, 2023

IBM is taking on the likes of Microsoft, AWS, and Google by introducing Watsonx, a new generative AI platform, which will help enterprises design and …

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APRIL 13, 2023

Amazon is throwing its hat into the generative AI ring. But rather than build AI models entirely by itself, it’s recruiting third parties to host models on AWS. AWS today unveiled Amazon Bedrock, which provides a way to build generative AI-powered apps via pretrained models from startups including …

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NOVEMBER 17, 2023

In a recent webinar, Slalom and Amazon Web Services (AWS) showcased the incredible potential of chat-based enterprise search powered by AWS generative …

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DECEMBER 11, 2023

It’s been a rough month for generative AI (GenAI). First, AWS launched Amazon Q, its answer to Microsoft’s Copilot, only to have its own employees …

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NOVEMBER 13, 2023

Want to learn more about AI but don't know where to start? Check out these free AI training courses from AWS. There's something here for everyone, …

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NOVEMBER 29, 2023

Cloud computing giant Amazon Web Services (AWS), has until recently has been perceived as playing catch-up with its rivals Microsoft Azure and Google Cloud in the emerging field of generative AI. But over the past two days at its AWS Re:Invent conference, Amazon has taken off the gloves against its …

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NOVEMBER 28, 2023

Amazon Q, currently available for contact centers, will be integrated to other AWS services soon. Amazon’s cloud business AWS launched a chat tool called Amazon Q, where businesses can ask questions specific to their companies. Announced during a keynote speech by AWS CEO Adam Selipsky at AWS …

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AWS Machine Learning Blog

OCTOBER 27, 2023

Generative artificial intelligence is transforming how enterprises do business. Organizations are using AI to improve data-driven decisions, enhance omnichannel experiences, and drive next-generation product development. However, generative AI alone isn’t enough to deliver engaging customer communication.

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NOVEMBER 30, 2023

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

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AWS Machine Learning Blog

NOVEMBER 22, 2023

The AWS Well-Architected Framework provides a systematic way for organizations to learn operational and architectural best practices for designing and operating reliable, secure, efficient, cost-effective, and sustainable workloads in the cloud. These resources introduce common AWS services for IDP workloads and suggested workflows.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

Building a production-ready solution in AWS involves a series of trade-offs between resources, time, customer expectation, and business outcome. The AWS Well-Architected Framework helps you understand the benefits and risks of decisions you make while building workloads on AWS.

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AWS Machine Learning Blog

DECEMBER 5, 2023

This post is written in collaboration with Balaji Chandrasekaran, Jennifer Cwagenberg and Andrew Sansom and Eiman Ebrahimi from Protopia AI. AWS is especially well suited to provide enterprises the tools necessary for deploying LLMs at scale to enable critical decision-making.

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NOVEMBER 30, 2023

Amazon’s (AMZN) AWS re:Invent developer conference kicked off with a slew of announcements this week. The early takeaway? Amazon is working …

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AWS Machine Learning Blog

MARCH 29, 2024

Amazon Lex provides advanced conversational artificial intelligence (AI) capabilities to enable self-service support for your organization’s contact center. In your AWS account, store the two secrets in Secrets Manager. Complete the following steps to deploy the template: Sign in to the AWS Management Console.

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AWS Machine Learning Blog

NOVEMBER 7, 2023

Today, we are excited to unveil three generative AI demos, licensed under MIT-0 license : Amazon Kendra with foundational LLM – Utilizes the deep search capabilities of Amazon Kendra combined with the expansive knowledge of LLMs. Prerequisites You must have the following prerequisites: An AWS account. Python 3.6 x or later.

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AWS Machine Learning Blog

APRIL 9, 2024

In the following sections, we explain how you can use these features with either the AWS Management Console or SDK. For this post, we gave a few examples for creating a “Financial Advisor AI system” using Amazon financial reports with custom prompts. Suyin Wang is an AI/ML Specialist Solutions Architect at AWS.

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AUGUST 14, 2023

Individual and enterprise developers can practice everything from automating prior auth forms to deriving AI/ML-driven insights from healthcare data. More than 30 programs aim to address the healthcare skills gap.

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JULY 2, 2023

We've all heard an awful lot about generative AI over the past several months. ChatGPT can write walls of comprehensive text with a simple prompt.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

The IDP Well-Architected Lens is intended for all AWS customers who use AWS to run intelligent document processing (IDP) solutions and are searching for guidance on how to build secure, efficient, and reliable IDP solutions on AWS. AWS might periodically update the service limits based on various factors.

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SEPTEMBER 29, 2023

Amazon Web Services (AWS) just announced … Amazon Bedrock just reached general availability, and we explore what that means for businesses of all sizes.

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AWS Machine Learning Blog

APRIL 19, 2024

For instructions, refer to Getting Started (console) or Getting Started (AWS CLI). The following is sample code for creating a solution with automatic training using the AWS SDK: import boto3 personalize = boto3.client('personalize') After you finish importing your data, you are ready to create a solution. Create your campaign.

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AWS Machine Learning Blog

DECEMBER 13, 2023

The built-in project templates provided by Amazon SageMaker include integration with some of third-party tools, such as Jenkins for orchestration and GitHub for source control, and several utilize AWS native CI/CD tools such as AWS CodeCommit , AWS CodePipeline , and AWS CodeBuild. An AWS account.

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AUGUST 5, 2023

Generative AI continues to dominate headlines. MSFT, AWS and Google have waged a full-on “AI arms race” in pursuit of … At its onset, we were all taken in by the novelty. But now we’re far beyond the fun and games — we’re seeing its real impact on business. And everyone is diving in head-first.

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AWS Machine Learning Blog

AUGUST 14, 2023

In this post, we showcase how to build an end-to-end generative AI application for enterprise search with Retrieval Augmented Generation (RAG) by using Haystack pipelines and the Falcon-40b-instruct model from Amazon SageMaker JumpStart and Amazon OpenSearch Service. It also hosts foundation models solely developed by Amazon, such as AlexaTM.

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MARCH 10, 2023

AWS’ Diya Wynn Last year’s release of ChatGPT alerted many to the great strides that machine learning has made, and will continue to make in the …

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AWS Machine Learning Blog

NOVEMBER 9, 2023

Building out a machine learning operations (MLOps) platform in the rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML) for organizations is essential for seamlessly bridging the gap between data science experimentation and deployment while meeting the requirements around model performance, security, and compliance.

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AWS Machine Learning Blog

MARCH 8, 2023

The workflow steps are as follows: Set up a SageMaker notebook and an AWS Identity and Access Management (IAM) role with appropriate permissions to allow SageMaker to access Amazon Elastic Container Registry (Amazon ECR), Secrets Manager, and other services within your AWS account. AWS Region Link us-east-1 (N.

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AWS Machine Learning Blog

FEBRUARY 16, 2024

Because the models are hosted and deployed on AWS, you can rest assured that your data, whether used for evaluating or using the model at scale, is never shared with third parties. Farooq Sabir is a Senior Artificial Intelligence and Machine Learning Specialist Solutions Architect at AWS.

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AWS Machine Learning Blog

FEBRUARY 6, 2023

Contact centers are using artificial intelligence (AI) and natural language processing (NLP) technologies to build a personalized customer experience and deliver effective self-service support through conversational bots. We end by explaining how contact centers can keep AI models up to date using Talkdesk AI Trainer.

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AWS Machine Learning Blog

MARCH 30, 2023

Alex Williams is an applied scientist in the human-in-the-loop science team at AWS AI where he conducts interactive systems research at the intersection of human-computer interaction (HCI) and machine learning. Patrick Haffner is a Principal Applied Scientist with the AWS Sagemaker Ground Truth team.

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ODSC - Open Data Science

FEBRUARY 2, 2023

Just as a writer needs to know core skills like sentence structure, grammar, and so on, data scientists at all levels should know core data science skills like programming, computer science, algorithms, and so on. They’re looking for people who know all related skills, and have studied computer science and software engineering.

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ODSC - Open Data Science

SEPTEMBER 22, 2023

Recently, we formally announced that the Ai X Business and Innovation Summit  — co-located with ODSC West this October 31st & November 1st — will be changing up the formula from what we normally do. He is an MIT graduate in Computer Science and Physics, as well as a former software engineer at Palantir Technologies.

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AWS Machine Learning Blog

APRIL 4, 2023

AWS provides various services catered to time series data that are low code/no code, which both machine learning (ML) and non-ML practitioners can use for building ML solutions. Irvine, CA: University of California, School of Information and Computer Science. Chong En Lim is a Solutions Architect at AWS.

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AWS Machine Learning Blog

NOVEMBER 26, 2023

Amazon Personalize is excited to announce the new Next Best Action ( aws-next-best-action ) recipe to help you determine the best actions to suggest to your individual users that will enable you to increase brand loyalty and conversion. Technical Product Manager working with AWS AI/ML on Amazon Personalize.

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ODSC - Open Data Science

MAY 1, 2023

Pedro Domingos, PhD Professor Emeritus, University Of Washington | Co-founder of the International Machine Learning Society Pedro Domingos is a winner of the SIGKDD Innovation Award and the IJCAI John McCarthy Award, two of the highest honors in data science and AI.

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