AWS Machine Learning - AI

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

Artificial Inteligence 119

Artificial Inteligence Generative AI Security Applications 119

Blue Sentry

OCTOBER 4, 2023

I’m often asked by executives to explain Cloud-native architectures so I’ve put together a multi-part series explaining common patterns and technical jargon like container orchestration, streaming applications, and event-driven architectures. AWS provides serverless compute in the form of AWS Lambda.

AWS 52

AWS Architecture Lambda Serverless 52

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!

Lambda 62

Lambda Architecture Conference Programming 62

Modus Create

MAY 15, 2023

Legacy databases can’t scale fluidly with your serverless functions, creating a major bottleneck in the scalability of your serverless application. For example, one of our clients wanted a new reporting function in its monolith ruby-based application. Are you comfortable with higher OpEx for lower CapEx?

Serverless 98

Serverless Lambda AWS Architecture 98

Perficient

DECEMBER 13, 2023

Perficient is at the forefront of managing and developing applications for numerous clients in the Healthcare sector. Scalability Demands As the volume of data grows, the systems have to handle & manage the data without compromising on performance. Scalability AWS provides EC2 instances that can be scaled up or down.

Healthcare 52

Healthcare AWS Lambda Data 52

Xebia

AUGUST 29, 2023

It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. Integration with AWS Services: AWS Batch seamlessly integrates with other AWS services, such as Amazon S3, AWS Lambda, and Amazon DynamoDB. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

Gorilla Logic

OCTOBER 21, 2022

Scalable : the architecture uses a message queue system to run an arbitrary number of workers. Imagine you need to run a SQL query daily in a data warehouse and use the results to call a third-party Application Programming Interface (API). Perhaps the API response needs to be sent to a client or a different internal application.

Scalability 52

Scalability Data Examples Lambda 52

Apiumhub

MARCH 12, 2024

This paradigm shift significantly reduces latency, making real-time processing feasible for applications such as the Internet of Things (IoT), autonomous vehicles, and augmented reality. This event-driven model enhances efficiency, scalability, and cost-effectiveness.

Trends 52

Trends Innovation Cloud Serverless 52

Cloudera

NOVEMBER 16, 2021

NiFi as a Function in DataFlow Service provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. Functions as a Service (FaaS) is a category of cloud computing services that all main cloud providers are offering (AWS Lambda, Azure Functions, Google Cloud Functions, etc).

Serverless 105

Serverless Lambda Microservices KPI 105

Stackery

AUGUST 11, 2020

Our secure delivery platform is used to ship Lambda functions, HTTP Gateways, Aurora database clusters, and many more services which you can view usage of in Anna’s blog on the topic. That’s a term for web applications composed primarily of JavaScript, APIs, and Markup. Meaning, these are applications with dynamic interactivity.

Serverless 95

Serverless Lambda AWS Architecture 95

The Agile Monkey

JUNE 7, 2019

Serverless is the new paradigm for building applications. In this web application the user is able to suggest the addition of new tools to the catalog, find tools based on certain criteria, and review tools if registered. Frontend We decided to build a static web application using React and written in TypeScript.

Serverless 75

Serverless Lambda AWS Software Review 75

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. build high performant, scalable web applications across multiple data centers).

Serverless 72

Serverless Microservices Lambda IoT 72

AWS Machine Learning - AI

MARCH 15, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 117

Generative AI Lambda AWS Artificial Inteligence 117

Capgemini

DECEMBER 7, 2020

Companies can derive many advantages from migrating their applications to the cloud, and platforms such as Amazon Web Services (AWS) have made that relatively easy for businesses of all sizes. Examine your applications. Which applications should be rationalized? Which applications should be rationalized? Create a roadmap.

Serverless 52

Serverless Business Transformation Architecture Analysis 52

Stackery

MARCH 3, 2020

A top driver for those moving to Kubernetes and modernizing applications is the promise of increased time to value and the ability to innovate faster. Moving to Kubernetes and containers is about de-coupling applications and making them more agile. So how can you build and run modern applications without Kubernetes?

Serverless 52

Serverless Lambda Infrastructure Insurance 52

AWS Machine Learning - AI

FEBRUARY 19, 2024

For example, a chatbot could suggest products that match a shopper’s preferences and past purchases, explain details in language adapted to the user’s level of expertise, or provide account support by accessing the customer’s specific records. It also supports source attribution and short-term memory needed for RAG applications.

Knowledge Base 96

Knowledge Base Artificial Inteligence Applications Lambda 96

O'Reilly Media - Ideas

JANUARY 14, 2020

Serverless is a trend in computing that decouples the execution of code, such as in web applications, from the need to maintain servers to run that code. The operational overhead to create, provision, and care for applications running on servers (in the traditional sense) is significant. In What is Serverless? Serverless for storage.

Serverless 52

Serverless Lambda AWS Architecture 52

Perficient

FEBRUARY 13, 2024

By combining Dolly’s advanced analytics capabilities with Databricks’ scalable and secure cloud-based environment, organizations can analyze streaming data and make real-time decisions based on the most up-to-date information. rdd.flatMap(lambda x: x).collect() option("inferSchema",True).option("header",True).load('dbfs:/FileStore/scratch/insurance.csv')

Artificial Inteligence 52

Artificial Inteligence Analytics Machine Learning Testing 52

Hypergrid

FEBRUARY 5, 2019

But as your estate grows tags are fundamental to operational scalability and managing sprawl in your AWS account. For example, the QA team and the production team each have their own accounts, often connected to separate VPCs. Tagging is often being the best (and in cases like Lambda, the only) way to manage operations at scale.

AWS 53

AWS Lambda Backup Policies 53

Capgemini

APRIL 20, 2022

For example, the product-management business process provides functions to create a product catalog, search products, and manage real-time menu updates. For example, the product association API manages the metadata for the fields of association types. Figure 3 – DCP business functions. Solution architecture. Solution architecture.

Cloud 52

Cloud AWS Microservices Architecture 52

Stackery

AUGUST 15, 2019

In the cloud application development world, the bare minimum may mean constructing an app that meets functionality criteria but does not meet scalability, high-availability, or security needs. Today, that means adopting “serverless” approaches that handle a lot of scalability and high availability concerns for you.

Software Engineering 49

Software Engineering Engineering Software Serverless 49

Stacks on Stacks

NOVEMBER 7, 2018

Database passwords, account passwords, API keys, private keys, other confidential data… A modern cloud application with multiple microservices is filled with confidential data that needs to be separated and managed. These are bad ideas which make your serverless apps less secure and introduce scalability problems.

Serverless 40

Serverless AWS Lambda Microservices 40

AWS Machine Learning - AI

APRIL 24, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon using a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Artificial Inteligence 105

Artificial Inteligence Lambda Generative AI Knowledge Base 105

Cloudera

MARCH 14, 2023

For example, a developer may be asked to tap into the data of a newly acquired application, parsing and transforming it before delivering it to the business’s favorite analytical system where it can be joined with existing data sets. DataFlow Functions are supported on AWS Lambda, Azure Functions, and Google Cloud Functions.

Agile 81

Agile Development Data Serverless 81

LaunchDarkly

JUNE 5, 2019

As a result, they needed a way to develop, test, and roll out customer experiences for each partner site and application with minimal disruption, to avoid lengthy delays or tying up the business for long periods of time during the transition. TrueCar needed to selectively switch traffic and applications between the legacy and new platforms.

Lambda 72

Lambda AWS Software Engineering Engineering 72

Existek

JANUARY 11, 2022

And companies that have completed it emphasize gained advantages like accessibility, scalability, cost-effectiveness, etc. . For example, they considerably revised the cloud strategy due to the need to transform the delivery model from PaaS to IaaS, thus renaming Windows Azure to Microsoft Azure in 2014. .

Azure 52

Azure AWS Cloud How To 52

AWS Machine Learning - AI

APRIL 11, 2024

For example, during the claims adjudication process, the accounts payable team receives the invoice, whereas the claims department manages the contract or policy documents. In our solution, when an application wants to perform a semantic search, the search document is first converted into an embedding. bedrock = boto3.client(

Artificial Inteligence 98

Artificial Inteligence Lambda AWS Machine Learning 98

Stacks on Stacks

NOVEMBER 1, 2018

At its core, serverless development is all about combining managed services in the cloud to create applications and microservices. To repeat what I wrote a few paragraphs ago, serverless teams build applications by combining managed services that have the most desirable scaling, cost, and durability characteristics.

Serverless 40

Serverless DevOps Microservices AWS 40

Instaclustr

JUNE 4, 2019

At Instaclustr, we constantly push ourselves to test the limits of the performance and scalability of the open source technologies our Managed Platform offers. If you are looking for a business metric, from the business application standpoint, here it is – The system processed a massive 19 Billion events per day (19 x 10^9).

Scalability 29

Scalability Open Source AWS Applications 29

O'Reilly Media - Ideas

APRIL 3, 2019

Artificial Intelligence: Real-World Applications , May 29. Learning Python 3 by Example , May 2. Beginner’s Guide to Writing AWS Lambda Functions in Python , May 7. Programming with Java Lambdas and Streams , May 16. Scalable Concurrency with the Java Executor Framework , May 30. Blockchain.

Course 48

Course Artificial Inteligence Training Google Cloud 48

Modus Create

APRIL 27, 2020

The modernization of web applications is a core requirement as customers demand high performing and well-designed user interfaces. Domain knowledge of the applications went away when their developers departed their organization, causing a significant loss of know-how. Audit the legacy application.

Technical Review 84

Technical Review Software Review Quality Assurance Systems Review 84

O'Reilly Media - Ideas

JUNE 4, 2019

Real-Time Streaming Analytics and Algorithms for AI Applications , July 17. Business Applications of Blockchain , July 17. Scalable Data Science with Apache Hadoop and Spark , July 16. Learning Python 3 by Example , July 1. Building Applications with Apache Cassandra , July 19. Applications , August 15.

Course 67

Course Training Artificial Inteligence Software Review 67

AWS Machine Learning - AI

FEBRUARY 9, 2024

For example, they may need to track the usage of FMs across teams, chargeback costs and provide visibility to the relevant cost center in the LOB. For example, if only specific FMs may be approved for use. Additionally, they may need to regulate access to different models per team. requestId – The unique identifier of the request.

Lambda 126

Lambda Generative AI AWS Microservices 126

O'Reilly Media - Ideas

JANUARY 2, 2019

Artificial Intelligence: Real-World Applications , January 31. Blockchain Applications and Smart Contracts , January 11. Blockchain Applications and Smart Contracts , February 27. Introduction to Android Application Development with Kotlin , January 17-18. Programming with Java Lambdas and Streams , January 22.

Course 59

Course Artificial Inteligence Training Blockchain 59

AWS Machine Learning - AI

MARCH 14, 2024

Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval. For example, if a golfer shoots one shot less than par (such as makes it in the hole in 3 shots on a par 4 or in 4 shots on a par 5), it is commonly called a birdie.

Generative AI 98

Generative AI Artificial Inteligence Virtualization UI/UX 98

Altexsoft

SEPTEMBER 6, 2023

Established best practices, encompassing secure coding, rigorous access controls, data encryption techniques, comprehensive monitoring of serverless applications , and the integration of third-party security tools. The three primary benefits, however, include: Scalability. Let’s get started. Here’s how serverless security works: 1.

Serverless 52

Serverless Applications Cloud AWS 52

AWS Machine Learning - AI

MAY 7, 2024

This post presents a solution to automatically generate a meeting summary from a recorded virtual meeting (for example, using Amazon Chime ) with several participants. This S3 event triggers the Notification Lambda function, which pushes the summary to an Amazon Simple Notification Service (Amazon SNS) topic.

Artificial Inteligence 96

Artificial Inteligence Meeting Generative AI AWS 96