KDnuggets

JULY 9, 2024

This article is for anyone looking to maximize their use of Amazon Web Services (AWS) generative AI (GenAI) services. Here are eight courses that range from beginner to expert level.

AWS 367

AWS AI AI 367

AWS Machine Learning Blog

NOVEMBER 19, 2024

The excitement is building for the fourteenth edition of AWS re:Invent, and as always, Las Vegas is set to host this spectacular event. Third, we’ll explore the robust infrastructure services from AWS powering AI innovation, featuring Amazon SageMaker , AWS Trainium , and AWS Inferentia under AI/ML, as well as Compute topics.

AWS 110

AWS ML ML AI 110

AWS Machine Learning Blog

NOVEMBER 13, 2024

Recognizing this need, we have developed a Chrome extension that harnesses the power of AWS AI and generative AI services, including Amazon Bedrock , an AWS managed service to build and scale generative AI applications with foundation models (FMs). The user signs in by entering a user name and a password.

AWS 134

AWS AI AI Natural Language Processing 134

Analytics Vidhya

AUGUST 1, 2024

Introduction Are you preparing for an Amazon Web Services (AWS) interview? The list includes the answers to the 30 most frequently asked AWS interview questions, that will help you get ready for […] The post Top 30 AWS Interview Questions with Answers appeared first on Analytics Vidhya.

AWS 291

AWS Analytics Analytics 291

AWS Machine Learning Blog

NOVEMBER 6, 2024

AWS provides a powerful set of tools and services that simplify the process of building and deploying generative AI applications, even for those with limited experience in frontend and backend development. The AWS deployment architecture makes sure the Python application is hosted and accessible from the internet to authenticated users.

AWS 122

AWS Python AI AI 122

AWS Machine Learning Blog

APRIL 3, 2025

Every year, AWS Sales personnel draft in-depth, forward looking strategy documents for established AWS customers. These documents help the AWS Sales team to align with our customer growth strategy and to collaborate with the entire sales team on long-term growth ideas for AWS customers.

AWS 115

AWS AI AI Database 115

Analytics Vidhya

JANUARY 22, 2024

Welcome to the AWS Certified Cloud Practitioner (CCP) Quiz – your gateway to exploring the fundamental principles of cloud computing with Amazon Web Services (AWS)!

AWS 315

AWS Cloud Computing Analytics Analytics 315

Dataconomy

APRIL 28, 2025

AWS SageMaker is transforming the way organizations approach machine learning by providing a comprehensive, cloud-based platform that standardizes the entire workflow, from data preparation to model deployment. What is AWS SageMaker? Pricing AWS SageMaker’s pricing structure is designed to accommodate a variety of usage levels.

AWS 91

AWS Machine Learning Machine Learning Data Preparation 91

AWS Machine Learning Blog

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation. AWS HealthScribe will then output two files which are also stored on Amazon S3.

AWS 115

AWS Machine Learning Machine Learning AI 115

Analytics Vidhya

JANUARY 17, 2024

Capgemini and Amazon Web Services (AWS) have extended their strategic collaboration, accelerating the adoption of generative AI solutions across organizations. This collaboration aims to leverage […] The post Capgemini and AWS Strengthen Ties for Widespread Generative AI Adoption appeared first on Analytics Vidhya.

AWS 336

AWS AI AI Analytics 336

AWS Machine Learning Blog

NOVEMBER 19, 2024

In 2018, I sat in the audience at AWS re:Invent as Andy Jassy announced AWS DeepRacer —a fully autonomous 1/18th scale race car driven by reinforcement learning. But AWS DeepRacer instantly captured my interest with its promise that even inexperienced developers could get involved in AI and ML.

AWS 107

AWS ML ML AI 107

Analytics Vidhya

JANUARY 19, 2024

Introduction In the cloud industry, various providers like AWS, GCP, and Azure offer a range of services. Currently, AWS stands out as the most popular, with one of its key services being the AWS Load Balancer. This service efficiently manages traffic across different regions.

AWS 305

AWS Azure Analytics Analytics 305

Analytics Vidhya

NOVEMBER 7, 2023

Deploying PySpark on AWS applications on the cloud can be a game-changer, offering scalability and flexibility for data-intensive tasks. Amazon Web Services (AWS) provides an ideal platform for such deployments, and when combined […] The post What Are the Best Practices for Deploying PySpark on AWS?

AWS 315

AWS Big Data Big Data Analytics 315

databricks

FEBRUARY 6, 2025

Introducing Serverless Support for AWS Instance Profiles: Uniform Data Access At Databricks, we continuously strive to simplify data access and drive innovation across.

AWS 298

AWS 298

AWS Machine Learning Blog

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

AWS 112

AWS Database AI AI 112

Analytics Vidhya

APRIL 23, 2024

This article explores the intricacies of automating ETL pipelines using Apache Airflow on AWS EC2. It […] The post Streamlining Data Workflow with Apache Airflow on AWS EC2 appeared first on Analytics Vidhya.

AWS 310

AWS ETL Data Pipeline Analytics 310

AWS Machine Learning Blog

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can use AWS services such as Application Load Balancer to implement this approach. On AWS, you can use the fully managed Amazon Bedrock Agents or tools of your choice such as LangChain agents or LlamaIndex agents.

AWS 115

AWS AI AI Machine Learning 115

Analytics Vidhya

DECEMBER 5, 2024

Amazon Nova, developed by AWS, offers a versatile suite of foundation models tailored for diverse use cases like generative AI, machine learning, and more. appeared first on Analytics Vidhya.

AWS 110

AWS Machine Learning Machine Learning Analytics 110

AWS Machine Learning Blog

JANUARY 7, 2025

The translation playground could be adapted into a scalable serverless solution as represented by the following diagram using AWS Lambda , Amazon Simple Storage Service (Amazon S3), and Amazon API Gateway. To run the project code, make sure that you have fulfilled the AWS CDK prerequisites for Python.

AWS 115

AWS Python AI AI 115

Adrian Bridgwater for Forbes

SEPTEMBER 29, 2024

AWS has transitioned OpenSearch under the Linux Foundation and so led to the creation of the OpenSearch Software Foundation.

AWS 287

AWS 287

AWS Machine Learning Blog

NOVEMBER 26, 2024

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. Adjust the following configuration to suit your needs, such as the Amazon EKS version, cluster name, and AWS Region.

AWS 104

AWS Clustering ML ML 104

AWS Machine Learning Blog

DECEMBER 9, 2024

It simplifies the often complex and time-consuming tasks involved in setting up and managing an MLflow environment, allowing ML administrators to quickly establish secure and scalable MLflow environments on AWS. AWS CodeArtifact , which provides a private PyPI repository so that SageMaker can use it to download necessary packages.

AWS 106

AWS ML ML Data Scientist 106

Dataconomy

DECEMBER 17, 2024

AWS has released detailed AI Service Cards for Nova models, providing transparency on use cases, limitations, and responsible AI practices: Amazon Nova Canvas Amazon Nova Reel Amazon Nova Micro Amazon Nova Lite Amazon Nova Pro

AWS 169

AWS AI AI Artificial Intelligence 169

AWS Machine Learning Blog

APRIL 29, 2025

InterVision Systems, LLC (InterVision), an AWS Premier Tier Services Partner and Amazon Connect Service Delivery Partner, has been at the forefront of this transformation, with their contact center solution designed specifically for city and county services called ConnectIV CX for Community Engagement.

AWS 110

AWS AI AI ML 110

AWS Machine Learning Blog

DECEMBER 24, 2024

To simplify infrastructure setup and accelerate distributed training, AWS introduced Amazon SageMaker HyperPod in late 2023. In this blog post, we showcase how you can perform efficient supervised fine tuning for a Meta Llama 3 model using PEFT on AWS Trainium with SageMaker HyperPod. architectures/5.sagemaker-hyperpod/LifecycleScripts/base-config/

AWS 107

AWS Clustering Deep Learning Deep Learning 107

AWS Machine Learning Blog

JANUARY 31, 2025

Solution overview Our solution uses the AWS integrated ecosystem to create an efficient scalable pipeline for digital pathology AI workflows. Prerequisites We assume you have access to and are authenticated in an AWS account. The AWS CloudFormation template for this solution uses t3.medium

AWS 112

AWS Supervised Learning ML ML 112

Analytics Vidhya

MARCH 4, 2024

Enter AWS EMR, or Amazon Elastic […] The post What is AWS EMR? This question has plagued many businesses and organizations as they navigate the complexities of big data. From log analysis to financial modeling, the need for scalable and flexible solutions has never been greater.

AWS 291

AWS Big Data Big Data Analytics 291

Analytics Vidhya

FEBRUARY 22, 2024

As we know, we are currently using the VIT […] The post Building End-to-End Generative AI Models with AWS Bedrock appeared first on Analytics Vidhya. The evaluation of Gen AI began with the Transformer architecture, and this strategy has since been adopted in other fields. Let’s take an example.

AWS 317

AWS AI AI Analytics 317

databricks

DECEMBER 3, 2024

We’re thrilled to announce that Databricks has been recognized as a winner in multiple categories at the 2024 AWS Partner of the Year.

AWS 286

AWS 286

AWS Machine Learning Blog

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

AWS 115

AWS AI AI Machine Learning 115

databricks

DECEMBER 11, 2024

Were excited to announce the Public Preview of Hive Metastore (HMS) and AWS Glue Federation in Unity Catalog! This new capability enables Unity.

AWS 292

AWS 292

Adrian Bridgwater for Forbes

NOVEMBER 26, 2024

VP for AI & data at AWS, Swami Sivasubramanian says that as generative AI now moves to production systems, adopters are reaping rewards like accelerated productivity.

AWS 273

AWS AI AI 273

AWS Machine Learning Blog

NOVEMBER 26, 2024

Solution overview The solution constitutes a best-practice Amazon SageMaker domain setup with a configurable list of domain user profiles and a shared SageMaker Studio space using the AWS Cloud Development Kit (AWS CDK). The AWS CDK is a framework for defining cloud infrastructure as code. The AWS CDK installed.

AWS 101

AWS Data Scientist ML ML 101

AWS Machine Learning Blog

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions. sync) pattern, which automatically waits for the completion of asynchronous jobs.

AWS 102

AWS AI AI Database 102

AWS Machine Learning Blog

NOVEMBER 13, 2024

Prerequisites To implement the proposed solution, make sure that you have the following: An AWS account and a working knowledge of FMs, Amazon Bedrock , Amazon SageMaker , Amazon OpenSearch Service , Amazon S3 , and AWS Identity and Access Management (IAM). Amazon Titan Multimodal Embeddings model access in Amazon Bedrock.

AWS 117

AWS Database K-nearest Neighbors AI 117

databricks

NOVEMBER 15, 2024

Databricks is turning up the heat at AWS re:Invent 2024 , and we’re bringing more than just data and AI solutions to the.

AWS 264

AWS AI AI 264

AWS Machine Learning Blog

APRIL 3, 2025

This post explores how OMRON Europe is using Amazon Web Services (AWS) to build its advanced ODAP and its progress toward harnessing the power of generative AI. Some of these tools included AWS Cloud based solutions, such as AWS Lambda and AWS Step Functions.

AWS 91

AWS Data Governance Data Silos SQL 91