Flipboard

MAY 1, 2025

They maintain conversation context while securely connecting to various APIs and AWS services, making them ideal for tasks like customer service automation, data analysis, and business process automation. In Step 3, Amazon Cognito handles user authentication, and AWS WAF provides security against malicious threats.

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DagsHub

MARCH 3, 2024

In this DagsHub community webinar, Pavlo Fesenko explores the world of video classification and model deployment. Learn to deploy machine learning models using AWS's free tools, create automated CI/CD pipelines, and master MLflow's model registry. This is a practical session for enthusiasts and ML professionals alike!

ML 52

ML ML AWS Machine Learning 52

AWS Machine Learning Blog

OCTOBER 23, 2024

The solution’s scalability quickly accommodates growing data volumes and user queries thanks to AWS serverless offerings. It also uses the robust security infrastructure of AWS to maintain data privacy and regulatory compliance. Amazon API Gateway routes the incoming message to the inbound message handler, executed on AWS Lambda.

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Flipboard

DECEMBER 18, 2023

Over the last few months, EdSurge webinar host Carl Hooker moderated three webinars featuring field-expert panelists discussing the transformative impact of artificial intelligence in the education field. He also introduces the concept of generative AI (gen AI), which signifies the next step in the evolution of AI and ML.

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AWS Machine Learning Blog

MARCH 20, 2025

It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats. Cross-Region inference enables seamless management of unplanned traffic bursts by using compute across different AWS Regions.

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AWS Machine Learning Blog

AUGUST 28, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and the AWS Cloud Development Kit (AWS CDK), enabling organizations to quickly set up a powerful question answering system. The AWS CDK already set up. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

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AWS Natural Language Processing Machine Learning Machine Learning 94

AWS Machine Learning Blog

APRIL 23, 2024

The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud. This post explores the new enterprise-grade features for Knowledge Bases on Amazon Bedrock and how they align with the AWS Well-Architected Framework.

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Flipboard

JUNE 6, 2025

As the challenges of underwater defense continue to evolve, the Navy, in partnership with the Defense Innovation Unit (DIU) , has embarked on a groundbreaking initiative to harness the power of artificial intelligence (AI) and machine learning (ML) for underwater target threat detection.

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AWS Machine Learning Blog

JUNE 27, 2023

When machine learning (ML) models are deployed into production and employed to drive business decisions, the challenge often lies in the operation and management of multiple models. That is where Provectus , an AWS Premier Consulting Partner with competencies in Machine Learning, Data & Analytics, and DevOps, stepped in.

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ML ML AWS Machine Learning 115

AWS Machine Learning Blog

JANUARY 31, 2024

Embeddings play a key role in natural language processing (NLP) and machine learning (ML). This technique is achieved through the use of ML algorithms that enable the understanding of the meaning and context of data (semantic relationships) and the learning of complex relationships and patterns within the data (syntactic relationships).

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Natural Language Processing AWS Machine Learning Machine Learning 132

AWS Machine Learning Blog

JULY 1, 2024

Use the provided AWS CloudFormation template in your preferred AWS Region and configure the bot. Prerequisites To implement this solution, you need the following: An AWS account with privileges to create AWS Identity and Access Management (IAM) roles and policies. For instructions, see Model access.

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AWS AI AI Natural Language Processing 126

AWS Machine Learning Blog

APRIL 3, 2024

Amazon SageMaker Studio – It is an integrated development environment (IDE) for machine learning (ML). ML practitioners can perform all ML development steps—from preparing your data to building, training, and deploying ML models. Virginia) and US West (Oregon) AWS Regions.

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K-nearest Neighbors AWS Machine Learning Machine Learning 132

ODSC - Open Data Science

AUGUST 3, 2023

ML for Big Data with PySpark on AWS, Asynchronous Programming in Python, and the Top Industries for AI Harnessing Machine Learning on Big Data with PySpark on AWS In this brief tutorial, you’ll learn some basics on how to use Spark on AWS for machine learning, MLlib, and more.

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Big Data Big Data AWS ML 52

AWS Machine Learning Blog

FEBRUARY 12, 2025

Machine learning (ML) engineers must make trade-offs and prioritize the most important factors for their specific use case and business requirements. This architecture uses Amazon ECS for hosting the service, Amazon CloudFront as a CDN, AWS WAF as a firewall, and Amazon MemoryDB for providing a semantic cache. Nitin Eusebius is a Sr.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock allows you to build performant and customized Retrieval Augmented Generation (RAG) applications on top of AWS and third-party vector stores using both AWS and third-party models. You can also use the StartIngestionJob API to trigger the sync via the AWS SDK.

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AWS Machine Learning Blog

FEBRUARY 19, 2024

Note that you can also use Knowledge Bases for Amazon Bedrock service APIs and the AWS Command Line Interface (AWS CLI) to programmatically create a knowledge base. Create a Lambda function This Lambda function is deployed using an AWS CloudFormation template available in the GitHub repo under the /cfn folder.

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AWS Database Machine Learning Machine Learning 129

AWS Machine Learning Blog

AUGUST 16, 2023

Thomson Reuters (TR), a global content and technology-driven company, has been using artificial intelligence (AI) and machine learning (ML) in its professional information products for decades. This is all facilitated by the modular serverless AWS architecture that underpins the solution.

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AWS Machine Learning Blog

AUGUST 7, 2024

About the Author Wei Teh is an Machine Learning Solutions Architect at AWS. Pallavi Nargund is a Principal Solutions Architect at AWS. In her role as a cloud technology enabler, she works with customers to understand their goals and challenges, and give prescriptive guidance to achieve their objective with AWS offerings.

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AWS Machine Learning Blog

MARCH 1, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. She speaks at internal and external conferences such AWS re:Invent, Women in Manufacturing West, YouTube webinars, and GHC 23. Pallavi Nargund is a Principal Solutions Architect at AWS. billion, $6.1 billion, and $5.9

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Dataconomy

MARCH 19, 2024

From insightful webinars and comprehensive training sessions to cutting-edge demos and more, we’ll cover all the highlights and innovations showcased at this year’s event. Integration of the new NVIDIA Blackwell GPU platform into AWS infrastructure is announced, enhancing generative AI capabilities.

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Azure AWS AI AI 113

Precisely

MAY 16, 2024

Watch the webinar AI You Can Trust Watch this webinar and see how we explore organizational challenges in maintaining data integrity for AI applications and real-world use cases showcasing the transformative impact of high-integrity data on AI success. For more, watch the on-demand webinar: AI You Can Trust.

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AI AI AWS Data Quality 69

AWS Machine Learning Blog

JULY 10, 2024

From the AWS Management Console for Amazon Bedrock, you can start creating a knowledge base by choosing Create knowledge base. Custom processing using Lambda functions For those seeking more control and flexibility, Knowledge Bases for Amazon Bedrock now offers the ability to define custom processing logic using AWS Lambda functions.

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AWS Machine Learning Machine Learning AI 135

Flipboard

DECEMBER 6, 2023

needed to address some of these challenges in one of their many AI use cases built on AWS. About the authors Tamer Soliman is a Senior Solutions Architect at AWS. He helps Independent Software Vendor (ISV) customers innovate, build, and scale on AWS. In her free time, she likes to go for long runs along the beach.

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SQL Database AWS Machine Learning 168

Pickl AI

NOVEMBER 28, 2024

Introduction Machine Learning ( ML ) is revolutionising industries, from healthcare and finance to retail and manufacturing. As businesses increasingly rely on ML to gain insights and improve decision-making, the demand for skilled professionals surges. This growth signifies Python’s increasing role in ML and related fields.

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Machine Learning Machine Learning ML ML 52

Snorkel AI

JUNE 23, 2023

Snorkel AI recently hosted a two-day conference where experts from Fortune 500 enterprises, AI providers, and ML researchers along with thousands of data scientists discussed challenges, opportunities, and solutions to adopt LLMs for enterprise use. Look at our events page to sign up for research webinars, product overviews, and case studies.

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Data Science Machine Learning Machine Learning Data Scientist 52

IBM Journey to AI blog

JULY 17, 2023

is a studio to train, validate, tune and deploy machine learning (ML) and foundation models for Generative AI. Prior to this phase, the European telco engaged with IBM to scale its first four cloud-native AI apps across Amazon Web Services (AWS) cloud , an IBM ecosystem partner. Watsonx.ai

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IBM Journey to AI blog

AUGUST 3, 2023

Using techniques that include artificial intelligence (AI) , machine learning (ML) , natural language processing (NLP) and network analytics, it generates a master inventory of sensitive data down to the PII or data-element level.

Azure 71

Azure Analytics Database Analytics 71

Pickl AI

APRIL 24, 2023

Moreover, it works seamlessly with advanced technologies like AI and ML. Example: AWS public cloud. It can assess data from different sources like CRM and ERP, social media platforms and webinars. Leveraging analytics services like ML and AI to delve deeper into the data and provide more precise and refined insights.

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Analytics Analytics Data Analysis Data Analysis 52

Flipboard

JUNE 16, 2025

Cloud Computing: Platforms: Amazon Web Services (AWS), Azure, Google Cloud Skills: Docker, Kubernetes, and basic DevOps tools must be learnt to enhance employability. If undecided, begin with DSA and a versatile language like Python, which can later transition into ML or web development.

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Python AWS Machine Learning Machine Learning 50