AWS Machine Learning - AI

MARCH 5, 2025

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality. .

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

TechCrunch

AUGUST 30, 2021

A new startup called Clay , backed by $8 million in seed funding, has built a system designed to help you be more thoughtful with the people in your life, which operates somewhat like a personal CRM. The app supports a command bar, keyboard shortcuts and home screen widgets, as well.

Tools 249

Tools Technical Review Systems Review Software Review 249

Lacework

NOVEMBER 1, 2023

This is referred to as the extraterritorial effect 2 of GDPR, where Article 3 defines the extraterritorial effect under the Establishment criterion via Article 3(1) and under the Targeting criterion via Article 3(2). Why is this relevant to customers of security providers?

System Design 52

System Design Systems Review System Data 52

AWS Machine Learning - AI

NOVEMBER 19, 2024

Solution overview This section outlines the architecture designed for an email support system using generative AI. High Level System Design The solution consists of the following components: Email service – This component manages incoming and outgoing customer emails, serving as the primary interface for email communications.

Knowledge Base 92

Knowledge Base Generative AI Technical Review AWS 92

TechCrunch

NOVEMBER 19, 2021

Everyone has to stand in line,” Bash told me — strictly speaking, he doesn’t refer to his aircraft with the D-word. ” Added to this is a wider fleet system design that sits in the cloud to manage where and when drones are operating.

Transportation 255

Transportation Hardware System Marketing 255

Netflix Tech

NOVEMBER 12, 2024

In this context, they refer to a count very close to accurate, presented with minimal delays. For more information regarding this, refer to our previous blog. Note : When it comes to distributed counters, terms such as ‘accurate’ or ‘precise’ should be taken with a grain of salt.

Windows 100

Windows Systems Review Performance Infrastructure 100

AWS Machine Learning - AI

JULY 3, 2024

Image 2: Content generation steps The workflow is as follows: In step 1, the user selects a set of medical references and provides rules and additional guidelines on the marketing content in the brief. From a system design perspective, we may need to process a large number of curated articles and scientific journals.

Artificial Inteligence 121

Artificial Inteligence Generative AI Lambda Healthcare 121

CTOvision

JANUARY 19, 2014

Software Defined Networking: This new concept and technology, referred to as SDN, has the potential to be just as virtuous and disruptive as virtualization was to the server industry. For the most part, it was for closed-world-classes of problems where the data and questions were known long in advance of system design.

Technical Review 109

Technical Review Technology Business Intelligence Systems Review 109

Cloudera

DECEMBER 3, 2021

They identified four main categories: capturing intent, system design, human judgement & oversight, regulations. An AI system trained on data has no context outside of that data. There is no moral compass, no frame of reference of what is fair unless we define one. System Design. Capturing Intent.

Government 102

Government System Design Training Metrics 102

AWS Machine Learning - AI

AUGUST 28, 2024

For installation instructions, refer to the AWS CDK workshop. He specializes in generative AI, machine learning, and system design. Prerequisites To implement the solution provided in this post, you should have the following: An active AWS account and familiarity with FMs, Amazon Bedrock , and Amazon OpenSearch Service.

Knowledge Base 87

Knowledge Base AWS Generative AI Artificial Inteligence 87

Cloudera

SEPTEMBER 20, 2022

The term “computer,” for example, used to refer to a person who performed mathematical calculations by hand. A conscientious AI system designer should pay special attention to how they collect their data. So what should a conscientious system designer take from this? Disinformation and propaganda.

Artificial Inteligence 88

Artificial Inteligence System Design System Artificial Intelligence 88

AWS Machine Learning - AI

OCTOBER 24, 2024

The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. Recommend AWS best practices for system design with the AWS Well-Architected Framework guidelines. For more details, refer to Amazon Bedrock pricing.

Generative AI 90

Generative AI Artificial Inteligence Applications Knowledge Base 90

CIO

JUNE 12, 2023

Another major update is that COBIT 2019 outlines specific design factors that should influence the development of any enterprise governance systems, along with a governance system design workflow tool kit for organizations to follow.

Government 141

Government Security Compliance Strategy 141

AWS Machine Learning - AI

APRIL 3, 2024

If you don’t have a SageMaker Studio domain already configured, refer to Amazon SageMaker simplifies the Amazon SageMaker Studio setup for individual users for steps to create one. He specializes in Generative AI, Artificial Intelligence, Machine Learning, and System Design. The model is enabled for use immediately.

Serverless 119

Serverless Artificial Inteligence Engineering Generative AI 119

Openxcell

DECEMBER 9, 2020

SRS is a reference for product architects to come up with the best architecture for the product to be developed. As per the SRS requirements, you can propose and document more than one design approach for the product architecture in a DDS – Design Document Specification. System Design. Read further details

SDLC 94

SDLC Software Development Software Review Weak Development Team 94

Xebia

APRIL 2, 2021

The dynamics between technology and people we call socio-technical systems. It’s about the technical, social and cognitive aspects of an organization and system. Designing a socio-technical system means you explicitly thinking about the interrelation of these three aspects. Wikipedia describes technology as.

Technical Review 130

Technical Review Sustainability Organization Architecture 130

CloudScaling

SEPTEMBER 29, 2016

So this post aims to set the record straight and assure a canonical history that everyone can reference and use. Examples include mainframes, solitary servers, HA loadbalancers/firewalls (active/active or active/passive), database systems designed as master/slave (active/passive), and so on. The History.

How To 111

How To Load Balancer Cloud Storage 111

Dzone - DevOps

DECEMBER 11, 2020

Often, it's the same system, at different points in time. Recently while exploring a legacy application in order to design its Cloud-native replacement, we identified a connection to such a system. We will refer to this system as the SAK (aka Swiss Army Knife). We wanted to do our part and remove one more string.

System 78

System Applications Data Enterprise 78

O'Reilly Media - Ideas

DECEMBER 6, 2018

Even a monolithic application talking to a database is a distributed system, he says, “just a very simple one.”. Distributed Systems Observability — Cindy Sridharan provides an overview of monitoring challenges and trade-offs that will help you choose the best observability strategy for your distributed system.

Systems Review 108

Systems Review System Technical Review Technical Cofounder 108

Cloudera

AUGUST 11, 2021

Certainly, there is value for point products in specific use cases, but those are generally legacy systems designed for point products, and legacy systems — even if they work just fine — won’t be around forever. Why do point products generally come up short in delivering what full solution platforms provide?

Systems Review 121

Systems Review Storage Software Review Enterprise 121

Tenable

JULY 11, 2023

According to researchers at Microsoft, exploitation of CVE-2023-36884 has been attributed to a threat actor known as Storm-0978, also known as DEV-0978 and RomCom, a reference to the backdoor used by the group as part of its attacks. For more information, please refer to Microsoft’s blog post.

Windows 98

Windows Software Review Systems Review Groups 98

Openxcell

FEBRUARY 20, 2021

The design phase in SDLC plays a crucial role in the Mobile App Development industry. Here, the system is designed to satisfy the identified requirements in the previous phases. What is the Design Phase in SDLC? The Design Phase is an essential phase of the Software Development Life Cycle.

SDLC 52

SDLC Technical Review UI/UX Software Review 52

AWS Machine Learning - AI

AUGUST 1, 2024

Refer to the licensing information regarding this dataset before proceeding further. He specializes in Generative AI, Artificial Intelligence, Machine Learning, and System Design. We use the sql-create-context dataset available on Hugging Face for fine-tuning.

Artificial Inteligence 117

Artificial Inteligence Generative AI AWS Artificial Intelligence 117

AWS Machine Learning - AI

SEPTEMBER 30, 2024

To set up SageMaker Studio, refer to Launch Amazon SageMaker Studio. Refer to the SageMaker JupyterLab documentation to set up and launch a JupyterLab notebook. For more details, refer to Evaluate Bedrock Imported Models. He specializes in generative AI, artificial intelligence, machine learning, and system design.

Artificial Inteligence 83

Artificial Inteligence Generative AI AWS Software Review 83

Xebia

AUGUST 29, 2023

Each job references a job definition. HPC specific resources Although most common AWS services can be used in a HPC system, AWS has a few complementary purpose Amazon FSx for Lustre Lustre is an open-source parallel distributed file system, designed for large-scale cluster computing.

AWS 147

AWS Performance Storage Linux 147

Perficient

MAY 22, 2023

Understanding Assistive Technology Assistive technology refers to any device, equipment, software, or system designed to enhance the functional capabilities of individuals with disabilities.

Technology 64

Technology Mobile Education Social 64

Openxcell

MARCH 2, 2021

Development Phase in SDLC refers to the actual writing of the program. Preparing a technical environment for the system. The Development Phase’s primary purpose is to convert the system design prototyped in the Design Phase into a working information system that addresses all the documented system requirements.

SDLC 52

SDLC Software Review Development Technical Review 52

Confluent

JUNE 13, 2019

By taking the latest survey images of a swath of the sky and subtracting a previous reference image taken at the same location, astronomers can detect objects that change in brightness or have changed in position. Alert data pipeline and system design.

Data 102

Data Survey Analysis System 102

Perficient

NOVEMBER 20, 2024

Any COVID-19 safety measures still in place. Looking forward to your response. “”” print(main(message=message)) This module is part of an automated email processing system designed to analyze customer messages, detect their intent, and generate structured responses based on the analysis.

Artificial Inteligence 52

Artificial Inteligence Metrics Airlines Travel 52

AWS Machine Learning - AI

AUGUST 26, 2024

Consider the following system design and optimization techniques: Architectural considerations : Multi-stage prompting – Use initial prompts for data retrieval, followed by specific prompts for summary generation. For example, “Cross-reference generated figures with golden source business data.” Don’t make up any statistics.”

Generative AI 119

Generative AI AWS Artificial Inteligence Technical Review 119

AWS Machine Learning - AI

JULY 10, 2024

For additional resources, see: Knowledge bases for Amazon Bedrock Use RAG to improve responses in generative AI application Amazon Bedrock Knowledge Base – Samples for building RAG workflows References: [1] LlamaIndex: Chunking Strategies for Large Language Models.

Knowledge Base 128

Knowledge Base Artificial Inteligence Lambda Applications 128

iTexico

SEPTEMBER 21, 2020

The term end-to-end (E2E) refers to the complete testing of software from start to end without skipping any step. To plan the requirements for the successful testing and product, one needs to analyze the entire system and then define the minimum software and hardware requirements to carry out the task. E2E System Design.

Testing 52

Testing Hardware Software Performance 52

Strategic Tech

JULY 22, 2019

This workshop format is designed around both of these needs and uses two tools in order to find the most effective system design: EventStorming and the Bounded Context Design Canvas. The Bounded Context Design Canvas I designed this canvas based on the typical flow of strategic DDD workshops I run publicly and privately.

Weak Development Team 76

Weak Development Team Systems Review Technical Review Software Review 76

AWS Machine Learning - AI

SEPTEMBER 6, 2024

To learn more about FMEval, refer to Evaluate large language models for quality and responsibility. Ground truth data in AI refers to data that is known to be true, representing the expected outcome for the system being modeled. When using LLMs as a judge, make sure to apply prompt safety best practices.

Generative AI 88

Generative AI Metrics Artificial Inteligence Systems Review 88

O'Reilly Media - Ideas

JULY 28, 2020

These measures are commonly referred to as guardrail metrics , and they ensure that the product analytics aren’t giving decision-makers the wrong signal about what’s actually important to the business. In this case, no matter how well the AI product contributes to such metrics, it’s output won’t ultimately serve the goals of the company.

Marketing 145

Marketing Weak Development Team Metrics UI/UX 145

Hacker Earth Developers Blog

DECEMBER 25, 2024

Skills Assessments What it is: Skills assessments are tests designed to measure a candidate’s proficiency in specific technical skills required for the role. In tech hiring, this often includes coding challenges, system design assessments, or platform-specific tasks.

Weak Development Team 130

Weak Development Team Recruiting Culture Artificial Inteligence 130

Modus Create

APRIL 27, 2020

“Build one to throw away” shouldn’t refer to your flagship product. Allow yourself time to vet and review references. Use a Design System. Design System is a library of components and design styles published as code, created to ensure consistent and scalable adoption.

Technical Review 65

Technical Review Software Review Quality Assurance Systems Review 65