AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. Alternatively, you can use AWS Lambda and implement your own logic, or use open source tools such as fmeval. For example, in one common scenario with Cognito that accesses resources with API Gateway and Lambda with a user pool.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

APRIL 1, 2025

AWS Cloud Development Kit (AWS CDK) Delivers AWS CDK knowledge with tools for implementing best practices, security configurations with cdk-nag , Powertools for AWS Lambda integration, and specialized constructs for generative AI services. It makes sure infrastructure as code (IaC) follows AWS Well-Architected principles from the start.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker Unified Studio setup SageMaker Unified Studio is a browser-based web application where you can use all your data and tools for analytics and AI. This will provision the backend infrastructure and services that the sales analytics application will rely on. You’ll use this file when setting up your function to query sales data.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

MARCH 4, 2025

Scalable architecture Uses AWS services like AWS Lambda and Amazon Simple Queue Service (Amazon SQS) for efficient processing of multiple reviews. The WAFR reviewer, based on Lambda and AWS Step Functions , is activated by Amazon SQS. On submission, the WAFR review process is invoked by Amazon SQS , which queues the review request.

Generative AI 118

Generative AI Technical Review Software Review Systems Review 118

TechCrunch

MAY 3, 2022

Databases are growing at an exponential rate these days, and so when it comes to real-time data observability, organizations are often fighting a losing battle if they try to run analytics or any observability process in a centralized way. “Our special sauce is in this distributed mesh network of agents,” Unlu said.

Data 192

Data Artificial Inteligence Lambda Analytics 192

TechCrunch

SEPTEMBER 15, 2021

CoderSchool’s data analytics has improved individual student performance while also allowing CoderSchool to increase its classroom size at scale, reaching a peak of 107 enrollments in a data science class. Lambda School raises $74M for its virtual coding school where you pay tuition only after you get a job.

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Course Education Artificial Inteligence Machine Learning 248

AWS Machine Learning - AI

FEBRUARY 26, 2024

In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda. The file saved on Amazon S3 creates an event that triggers a Lambda function. He helps customers implement big data and analytics solutions.

Artificial Inteligence 140

Artificial Inteligence AWS Lambda Metrics 140

TechCrunch

MARCH 23, 2021

While the model is controversial, it was popularized by YC graduate Lambda School and continues to be one way to make the upfront cost of school more popular. Courses range from data analytics to product UX and growth marketing. Acadpal , mentioned later, is an outlier here selling to schools in India.

Education 271

Education Software Review Lambda Technical Review 271

AWS Machine Learning - AI

MAY 30, 2024

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A Lambda function with business logic invokes the primary Lambda function.

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AWS Lambda Performance Artificial Inteligence 129

AWS Machine Learning - AI

APRIL 1, 2025

In the first flow, a Lambda-based action is taken, and in the second, the agent uses an MCP server. These can include single or multiple action groups, with each group having access to multiple MCP clients or AWS Lambda As an option, you can configure your agent to use Code Interpreter to generate, run, and test code for your application.

Generative AI 134

Generative AI AWS Artificial Inteligence Software Review 134

AWS Machine Learning - AI

MARCH 15, 2024

In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda. A Lambda function pulls the appropriate prompt template from the Lambda layer and formats model prompts by adding the customer input in the associated prompt template. awscli>=1.29.57

Generative AI 139

Generative AI Lambda AWS Artificial Inteligence 139

TechCrunch

FEBRUARY 1, 2022

To underscore the demand for solutions to address this, today a startup called Wayflyer — which has built a new kind of financing platform, using big data analytics and repayments based on a merchant’s revenue activity — is announcing a big round of funding, $150 million. Its big data approach has some other benefits, too.

eCommerce 200

eCommerce Technical Review Big Data Lambda 200

Erik Bernhardsson

OCTOBER 18, 2022

I'm excited for a world where a normal software developer doesn't need to know about CIDR blocks to connect a Lambda with an RDS instance. Analytics engineers who run all their SQL in a runtime in the cloud (the data warehouse). But just like most developers don't think about these things, the abstraction layers will keep moving up.

Cloud 273

Cloud Lambda Software Engineering AWS 273

TechCrunch

JUNE 29, 2021

Its apps leverage analytics to push recommendations to drive growth and financial performance for brands. Among its investors are Y Combinator, Joe Montana’s Liquid 2 Ventures and the founders of Hippo, Lambda School and Shift. . Then, its multichannel approaches aimed at positioning the brands for “long-term category leadership.”

Technical Review 249

Technical Review Lambda Machine Learning Artificial Inteligence 249

Dzone - DevOps

MARCH 7, 2024

Overview AWS has a Lambda function that can be leveraged to take automatic snapshots of the KDA (Kinesis Data Analytics) applications that are running in a specific region. Refer the Lambda function source code here. Users can modify the Lambda function to their needs.

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Lambda AWS Analytics Applications 94

AWS Machine Learning - AI

MARCH 20, 2025

Therefore, it was valuable to provide Asure a post-call analytics pipeline capable of providing beneficial insights, thereby enhancing the overall customer support experience and driving business growth. Architecture The following diagram illustrates the solution architecture.

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

AWS Machine Learning - AI

FEBRUARY 6, 2024

The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. Another Lambda function gets triggered with a new message in the SQS queue. The Lambda function reads the job ID and invokes an AWS Step Functions workflow for processing data files. His focus area is on Data, Analytics and Generative AI.

Generative AI 130

Generative AI AWS Lambda Technical Review 130

Stackery

FEBRUARY 21, 2019

Lambda@Edge is a compute service that allows you to write JavaScript code that executes in any of the 150+ AWS edge locations making up the Amazon CloudFront content delivery network (CDN) service. Lambda@Edge has some design limitations: Node.JS Lambda@Edge has some design limitations: Node.JS User tracking and analytics.

Lambda 56

Lambda AWS Internet Serverless 56

AWS Machine Learning - AI

APRIL 23, 2025

The endpoint lifecycle is orchestrated through dedicated AWS Lambda functions that handle creation and deletion. The application implements a processing pipeline through AWS Step Functions, orchestrating a series of Lambda functions that handle distinct aspects of document analysis. The LLM endpoint is provisioned on ml.p4d.24xlarge

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

AWS Machine Learning - AI

SEPTEMBER 24, 2024

It also enables operational capabilities including automated testing, conversation analytics, monitoring and observability, and LLM hallucination prevention and detection. “We An optional CloudFormation stack to deploy a data pipeline to enable a conversation analytics dashboard. In particular, review the Lambda function code.

Knowledge Base 101

Knowledge Base Generative AI Artificial Inteligence Lambda 101

Cloud That

NOVEMBER 16, 2022

Because IoT data is generally unorganized and difficult to evaluate, experts must first format it before beginning the analytics process. AWS IoT Analytics will enable you to convert unstructured data to structured data and then analyze it. This blog will show you how to create a dataset with AWS IoT Analytics.

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IoT AWS Analytics Data 70

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Generative artificial intelligence (AI) can be vital for marketing because it enables the creation of personalized content and optimizes ad targeting with predictive analytics. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.

Generative AI 123

Generative AI Artificial Inteligence Data AWS 123

AWS Machine Learning - AI

MAY 14, 2024

Pre-annotation Lambda function The process starts with an AWS Lambda function. The pre-annotation Lambda function is invoked based on chron job or based on an event or on-demand. SageMaker Ground Truth sends the Lambda function a JSON-formatted request to provide details about the labeling job and the data object.

Generative AI 121

Generative AI Artificial Inteligence AWS Applications 121

Xebia

MAY 21, 2024

This may include breaking monolithic applications into microservices, containerizing applications using Docker and Kubernetes, or adopting serverless computing with AWS Lambda. Data Modernization: Modernizing data infrastructure involves migrating and optimizing databases, data warehouses, data lakes, and analytics solutions.

AWS 130

AWS Strategy Serverless Microservices 130

CIO

JANUARY 16, 2023

Kirkland, whose work with SustainabilityIT.org underscores his passion about driving more sustainable IT operations across the industry, believes IT is entering a critical moment in time when advances in the cloud and services such as Lambda can help make a difference.

Hotels 217

Hotels Sustainability Cloud Data Center 217

Saviynt

JUNE 2, 2019

AWS Lambda creates a unique access risk since services, not people, trigger its cloud activities. However, organizations often use Lambda to run administrative and operational processes, such as patch updates, that require privileged access to systems and networks. What does the Shared Responsibility Model for AWS LAMBDA look like?

Lambda 51

Lambda AWS Cloud Compliance 51

CIO

FEBRUARY 3, 2023

Major features: Pay-as-you-go pricing simplifies adoption Major use cases: Chatbot management; front-, middle-, and back-office document processing AWS Lambda The Amazon cloud is filled with options for data processing. Lambda functions act like logical glue for connecting services and automating work flowing through their networks.

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Tools Open Source Lambda Weak Development Team 218

AWS Machine Learning - AI

MARCH 7, 2025

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry, empowering clients to strengthen operating efficiency, improve underwriting and claims outcomes, combat fraud, and make informed decisions about global risks. The user can pick the two documents that they want to compare.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

AWS Machine Learning - AI

JUNE 19, 2024

API Gateway forwards the event to an AWS Lambda function. The Lambda function invokes Amazon Bedrock with the request, then responds to the user in Slack. About the Authors Rushabh Lokhande is a Senior Data & ML Engineer with AWS Professional Services Analytics Practice.

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Generative AI AWS Lambda Artificial Inteligence 106

AWS Machine Learning - AI

MAY 7, 2024

Every time a new recording is uploaded to this folder, an AWS Lambda Transcribe function is invoked and initiates an Amazon Transcribe job that converts the meeting recording into text. This S3 event triggers the Notification Lambda function, which pushes the summary to an Amazon Simple Notification Service (Amazon SNS) topic.

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Artificial Inteligence Meeting AWS Generative AI 132

Stackery

MAY 14, 2020

Performing Serverless Analytics in AWS Glue. AWS Glue is a fully managed extract, transform, and load (ETL) service to prepare and load data for analytics. Although serverless computing and AWS Lambda have changed application development, the Twelve-Factor methodology remains relevant and applicable in a serverless world.

AWS 105

AWS Serverless Lambda Microservices 105

Erik Bernhardsson

NOVEMBER 30, 2021

It was a brilliant move by AWS, because it immediately lowered the bar for a small company to start doing analytics. This isn't exactly a new idea—Heroku launched in 2007, and AWS Lambda in 2014. Redshift at the time was the first data warehouse running in the cloud. Transactional databases is another very exciting area.

Cloud 351

Cloud AWS Weak Development Team Serverless 351

AWS Machine Learning - AI

DECEMBER 6, 2023

This is especially true for questions that require analytical reasoning across multiple documents. This task involves answering analytical reasoning questions. In this post, we show how to design an intelligent document assistant capable of answering analytical and multi-step reasoning questions in three parts.

Artificial Inteligence 126

Artificial Inteligence Analytics Knowledge Base Lambda 126

Confluent

JULY 10, 2019

applicationName = 'wordcount-lambda-example'. // Default artifact naming. applicationName = 'wordcount-lambda-example'. // mavenLocal publish publishing { publications { streams(MavenPublication) { artifact distZip } } repositories { mavenLocal() } } // Default artifact naming. zip ==> /wordcount-lambda-example-1.0.0/bin/wordcount-lambda-example

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Lambda Analytics Testing Groups 89

AWS Machine Learning - AI

NOVEMBER 24, 2023

AWS Lambda – AWS Lambda provides serverless compute for processing. Amazon API Gateway passes the request to AWS Lambda through a proxy integration. When operating on product image inputs, AWS Lambda calls Amazon Rekognition to detect objects in the image. The response is passed back from AWS Lambda to Amazon API Gateway.

eCommerce 117

eCommerce Generative AI Lambda AWS 117

TechCrunch

MARCH 30, 2022

They’re using that experience to help digital health companies get their data ready for analytics and machine learning. Instead of using SQL, Eventual’s query interface is a Lambda function that can be written in the programming language of your choice.

Open Source 195

Open Source Company Fractional CTO Artificial Inteligence 195

Stacks on Stacks

FEBRUARY 21, 2019

Lambda@Edge is a compute service that allows you to write JavaScript code that executes in any of the 150+ AWS edge locations making up the Amazon CloudFront content delivery network (CDN) service. Lambda@Edge has some design limitations: Node.JS Lambda@Edge has some design limitations: Node.JS

Lambda 40

Lambda AWS Internet Serverless 40