AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. The following diagram illustrates the solution architecture. Click here to open the AWS console and follow along.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

Apiumhub

NOVEMBER 12, 2018

Lambda world Cádiz , one of the most important conferences on functional programming in Europe, took place in Cádiz on October 25 and 26. Lambda World started with an unconference where several people gave lightning talks. Lambda World unconference . Lambda World workshops. The workshops were of a high level!

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Lambda Architecture Programming Conference 62

LaunchDarkly

JUNE 5, 2019

TrueCar also powers car-buying programs for several hundred U.S. Not only did TrueCar need to move their domain DNS entries, they also needed to revamp their entire architecture, software, and operational practices. The solution that we devised emerged after the Amazon Web Services (AWS) launched Lambda@Edge in mid-2017.

Lambda 72

Lambda AWS Software Engineering Engineering 72

Perficient

MARCH 27, 2025

Pulumi is a modern Infrastructure as Code (IaC) tool that allows you to define, deploy, and manage cloud infrastructure using general-purpose programming languages. The goal is to deploy a highly available, scalable, and secure architecture with: Compute: EC2 instances with Auto Scaling and an Elastic Load Balancer. MySQL, PostgreSQL).

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AWS Infrastructure Lambda Load Balancer 52

AWS Machine Learning - AI

APRIL 22, 2025

Seamless live stream acquisition The solution begins with an IP-enabled camera capturing the live event feed, as shown in the following section of the architecture diagram. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 75

Media Knowledge Base AWS Systems Review 75

AWS Machine Learning - AI

FEBRUARY 6, 2024

The following diagram illustrates the solution architecture. Amazon SQS enables a fault-tolerant decoupled architecture. 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.

Generative AI 127

Generative AI AWS Lambda Technical Review 127

AWS Machine Learning - AI

APRIL 18, 2024

Organizations typically counter these hurdles by investing in extensive training programs or hiring specialized personnel, which often leads to increased costs and delayed migration timelines. Amazon Bedrock generates Terraform code from architectural descriptions. The following diagram illustrates this architecture.

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AWS Applications Lambda Knowledge Base 127

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 128

The Crazy Programmer

AUGUST 26, 2019

It uses Microsoft’s TypeScript language which has many advantages like type declarations, type checking, object-oriented features and the benefits of ES6 like iterators and lambdas. Pros: TypeScript (TS) improves the code quality and efficiency using the OOPS (Object-Oriented Programming System) concept. It’s a mobile-oriented.

MVC 66

MVC Lambda Mobile Architecture 66

AWS Machine Learning - AI

FEBRUARY 9, 2024

API gateways can provide loose coupling between model consumers and the model endpoint service, and flexibility to adapt to changing model, architectures, and invocation methods. In this post, we show you how to build an internal SaaS layer to access foundation models with Amazon Bedrock in a multi-tenant (team) architecture.

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Lambda Generative AI AWS Microservices 143

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 52

Lambda Software Review AWS Serverless 52

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions. AWS Lambda.

Serverless 68

Serverless Azure AWS Architecture 68

Sunflower Lab

APRIL 12, 2018

Benefits of microservices architecture and business value it delivers to organizations planning to embrace enterprise agility through automated processes. The microservice architecture helps to reduce development complexity. There are several other benefits of using microservices architecture. Architecture is goal-oriented.

Microservices 68

Microservices Architecture Lambda AWS 68

Xebia

MAY 21, 2024

This involves updating existing systems to take advantage of modern cloud-native architectures, technologies, and best practices, which always follow the six Pillars of AWS Well Architecture Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

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AWS Strategy Serverless Microservices 130

CIO

FEBRUARY 3, 2023

The biggest benefit, however, may be how RPA tools are “programmed,” or “trained” — a process by which the platforms’ robots “learn” watching business users click away. Top RPA tools RPA tools have grown to be parts of larger ecosystems that map out and manage the enterprise computing architecture.

Tools 218

Tools Open Source Lambda Weak Development Team 218

Confluent

SEPTEMBER 27, 2021

The distributed architecture of Apache Kafka® can cause the operational burden of managing it to quickly become a limiting factor for adoption and developer agility. For this reason, it is […].

Lambda 97

Lambda AWS Cloud Agile 97

O'Reilly Media - Ideas

DECEMBER 5, 2018

Hands-On Introduction to Apache Hadoop and Spark Programming , January 23-24. Programming. Ground Zero Programming with JavaScript , January 8. Scala Core Programming: Methods, Classes Traits , January 22. Programming with Java Lambdas and Streams , January 22. Functional Programming in Java , January 28-29.

Course 111

Course Artificial Inteligence Training Blockchain 111

Xebia

JANUARY 19, 2023

While SQL is used, the primary processing is done with programming languages like Java, Scala and Python. The data engineer is also expected to create agile data architectures that evolve as new trends emerge. Building architectures that optimize performance and cost at a high level is no longer enough.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

Stackery

APRIL 27, 2020

Today we’re proud to share that Stackery has achieved the AWS Lambda Ready designation for continuous integration and delivery! This differentiates Stackery’s secure serverless delivery platform as fully integrated with AWS Lambda. More on Lambda Ready. More on Lambda Ready.

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Lambda AWS Serverless Continuous Integration 52

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. The following diagram illustrates the solution architecture. You can create a decoupled architecture with reusable components. Connect with him on LinkedIn.

Generative AI 89

Generative AI Technical Review Insurance Policies 89

Mike Roberts

NOVEMBER 14, 2017

Cold Starts This is Part 8 of Learning Lambda, a tutorial series about engineering using AWS Lambda. In this installment of Learning Lambda I discuss Cold Starts. In this installment of Learning Lambda I discuss Cold Starts. Way back in Part 3 I talked about the lifecycle of a Lambda function.

Lambda 52

Lambda Software Review AWS Systems Review 52

Xebia

MAY 2, 2023

The question quite simple: How can we manage K8s infrastructure and applications using one codebase and high level programming languages? Declarative and Imperative approach for programming are two different concepts of developing and delivering code. Are we really doing it right? Is Terraform truly declarative?

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AWS Infrastructure Applications Construction 130

Honeycomb

MARCH 5, 2024

In this post, I describe how to send OpenTelemetry (OTel) data from an AWS Lambda instance to Honeycomb. I will be showing these steps using a Lambda written in Python and created and deployed using AWS Serverless Application Model (AWS SAM). Add OTel and Honeycomb environment variables to your template configuration for your Lambda.

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Lambda AWS Data Serverless 52

Altexsoft

SEPTEMBER 28, 2021

Python is a general-purpose, interpreted, object-oriented, high-level programming language with dynamic semantics. Compiled vs. Interpreted programming languages. Often seen as a pure OOP language, Python, however, allows for functional programming, which focuses on what needs to be done (functions.) What is Python? High-level.

Weak Development Team 94

Weak Development Team Programming Software Review Systems Review 94

O'Reilly Media - Ideas

FEBRUARY 6, 2019

Hands-on Introduction to Apache Hadoop and Spark Programming , March 5-6. Programming. Beginner’s Guide to Writing AWS Lambda Functions in Python , March 1. Programming with Java Lambdas and Streams , March 5. Python Programming Fundamentals , March 13. Introduction to Python Programming , March 15.

Artificial Inteligence 17

Artificial Inteligence Course Training Machine Learning 17

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 40

Lambda Software Review AWS Serverless 40

Perficient

FEBRUARY 17, 2025

JavaScript : A powerful programming language that adds interactivity to web pages, enabling dynamic content updates, event handling, and logic execution. React : A JavaScript library developed by Facebook for building fast and scalable user interfaces using a component-based architecture. Recommended Resources: AWS Free Tier.

Development 52

Development Software Review Technical Review Systems Review 52

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

Blue Sentry

OCTOBER 4, 2023

AWS Event-Driven Architecture Overview Hi, I’m Todd Bernson – CTO at Blue Sentry Cloud and an AWS Ambassador with 12 AWS certifications. In this installment, I’ll be breaking down another common Cloud-native application architecture. AWS provides serverless compute in the form of AWS Lambda.

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AWS Architecture Lambda Cloud 52

CIO

APRIL 25, 2023

Five years later, transformer architecture has evolved to create powerful models such as ChatGPT. ChatGPT was trained with 175 billion parameters; for comparison, GPT-2 was 1.5B (2019), Google’s LaMBDA was 137B (2021), and Google’s BERT was 0.3B (2018). GPT stands for generative pre-trained transformer.

Generative AI 174

Generative AI ChatGPT Artificial Inteligence Artificial Intelligence 174

RapidValue

OCTOBER 12, 2020

In an effort to avoid the pitfalls that come with monolithic applications, Microservices aim to break your architecture into loosely-coupled components (or, services) that are easier to update independently, improve, scale and manage. Key Features of Microservices Architecture. Microservices Architecture on AWS.

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Microservices AWS Architecture Applications 53

Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Serverless architecture’s popularity has risen over the past 5 years. So here are five questions you should ask before adopting the serverless architecture: 1. Was serverless really cloud 2.0

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Serverless Lambda Architecture AWS 75

O'Reilly Media - Ideas

MARCH 6, 2019

Modern AI Programming with Python , May 16. Programming with Data: Foundations of Python and Pandas , April 8. Real-Time Data Foundations: Time Series Architectures , April 18. Programming. Pythonic Object-Oriented Programming , March 26. Rust Programming: A Crash Course , March 27. Blockchain.

Course 15

Course Artificial Inteligence Training Machine Learning 15

Stackery

JUNE 14, 2019

Ben Kehoe recently wrote a post about AWS API Gateway to Lambda integration: How you should?—?and use API Gateway proxy integration with Lambda. When these three features are put together, it can turn API Gateway into a passthrough, letting you use your favorite web framework in a single Lambda to do all your routing and processing.

Lambda 45

Lambda Serverless Software Review Systems Review 45

Confluent

FEBRUARY 27, 2019

Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

Serverless 109

Serverless Lambda AWS Systems Review 109

O'Reilly Media - Ideas

JANUARY 2, 2019

Hands-On Introduction to Apache Hadoop and Spark Programming , January 23-24. Medium R Programming , February 25-26. Programming. Ground Zero Programming with JavaScript , January 8. Scala Core Programming: Methods, Classes Traits , January 22. Programming with Java Lambdas and Streams , January 22.

Course 87

Course Artificial Inteligence Training Blockchain 87

Bernd Rucker

APRIL 20, 2021

Camunda Cloud Architecture Blog Post Series?—?Part One of your first tasks would be to sketch the basic architecture of your solution, and this blog post will guide you through some important early questions such as how to connect the workflow engine Zeebe with your application or with remote systems? jobType("serviceA").handler(new

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Architecture Engineering Cloud Programming 63