AWS Machine Learning - AI

MARCH 7, 2025

The following screenshot shows an example of the output of the Mozart companion displaying the summary of changes between two legal documents, the excerpt from the original document version, the updated excerpt in the new document version, and the tracked changes represented with redlines.

Generative AI 89

Generative AI Technical Review Insurance Policies 89

CIO

AUGUST 26, 2024

The experience underscored the critical need for innovative solutions that bridge the gap between newcomers and the support systems designed to help them. How do we ensure that our business operations are resilient, scalable and adaptable to meet the evolving demands of our industry?

Off-The-Shelf 186

Off-The-Shelf Sustainability Innovation Strategy 186

CIO

OCTOBER 15, 2024

They may also overlook the importance of aligning DevOps practices with end-to-end value delivery, customer insights, security considerations, infrastructure scalability, and the ability to scale DevOps at an enterprise level beyond isolated teams or projects.”

DevOps 214

DevOps Enterprise Software Review Technical Review 214

AWS Machine Learning - AI

MARCH 5, 2025

For example, if ground truth is generated by LLMs before the involvement of SMEs, SMEs will still be needed to identify which questions are fundamental to the business and then align the ground truth with business value as part of a human-in-the-loop process. For our example, we work with Anthropics Claude LLM on Amazon Bedrock.

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

TechCrunch

DECEMBER 1, 2020

Example of different codecs compressing the same frame. You don’t just need better algorithms, you need to be able to run them in a scalable way across a large variety of devices, on the edge and in the cloud.” These benefits sound great, but as before the question is not “can we improve on the status quo?”

Video 252

Video Hardware Technical Cofounder Artificial Inteligence 252

Datavail

DECEMBER 26, 2023

Apache Cassandra is a highly scalable and distributed NoSQL database management system designed to handle massive amounts of data across multiple commodity servers. This distribution allows for efficient data retrieval and horizontal scalability. seeds: Specify the IP addresses of the existing seed nodes in the cluster.

Scalability 57

Scalability Disaster Recovery Backup Load Balancer 57

Cloudera

JANUARY 22, 2025

AI agents are autonomous software systems designed to interact with their environments, gather data, and leverage that information to autonomously perform tasks aimed at achieving predefined objectives. The challenges SOC teams face demand innovative, scalable solutions. What are AI Agents?

Artificial Inteligence 70

Artificial Inteligence Software Review Compliance Systems Review 70

Netflix Tech

NOVEMBER 12, 2024

Now, let’s see how all this complexity is managed by having a unified Control Plane configuration. Control Plane The Data Gateway Platform Control Plane manages control settings for all abstractions and namespaces, including the Counter Abstraction.

Windows 100

Windows Systems Review Performance Infrastructure 100

Netflix Tech

MARCH 4, 2025

An example request with a future timestamp. In Part 1 , we identified the challenges of managing vast content launches and the need for scalable solutions to ensure each titles success. The endpoint then communicates with any further downstream services using the context of that future timestamp.

Systems Review 72

Systems Review Travel Microservices Architecture 72

Perficient

NOVEMBER 20, 2024

Example Use Case: Intent Detection for Airline Customer Service Let’s consider an airline company using an automated system to respond to customer emails. The goal is to detect the intent behind each email accurately, enabling the system to route the message to the appropriate department or generate a relevant response.

Artificial Inteligence 52

Artificial Inteligence Metrics Airlines Travel 52

CIO

JULY 21, 2023

So as organizations face evolving challenges and digitally transform, they offer advantages to make complex business operations more efficient, including flexibility and scalability, as well as advanced automation, collaborative communication, analytics, security, and compliance features. A predominant pain point is the rider experience.

Technical Review 148

Technical Review Weak Development Team Development Transportation 148

AWS Machine Learning - AI

AUGUST 1, 2024

However, deploying customized FMs to support generative AI applications in a secure and scalable manner isn’t a trivial task. This is the first in a series of posts about model customization scenarios that can be imported into Amazon Bedrock to simplify the process of building scalable and secure generative AI applications.

Artificial Inteligence 123

Artificial Inteligence Generative AI AWS Artificial Intelligence 123

AWS Machine Learning - AI

JULY 15, 2024

S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves. The emotions are used to help select a better tone to make it funnier or more nostalgic (for example). The detected face bounding boxes on the photos are primarily used for optimal automatic photo placement and cropping.

Generative AI 120

Generative AI Artificial Inteligence AWS Technical Review 120

AWS Machine Learning - AI

AUGUST 5, 2024

He specializes in generative AI, machine learning, and system design. He has successfully delivered state-of-the-art AI/ML-powered solutions to solve complex business problems for diverse industries, optimizing efficiency and scalability.

Knowledge Base 124

Knowledge Base AWS Generative AI Machine Learning 124

AWS Machine Learning - AI

APRIL 3, 2024

The following is a high-level overview of how it works conceptually: Separate encoders – These models have separate encoders for each modality—a text encoder for text (for example, BERT or RoBERTa), image encoder for images (for example, CNN for images), and audio encoders for audio (for example, models like Wav2Vec).

Serverless 127

Serverless Artificial Inteligence Engineering Generative AI 127

Hacker Earth Developers Blog

JULY 18, 2023

This term covers the use of any tech-based tools or systems designed to understand and respond to human emotions. Examples of empathetic technology that can support this include: Voice recognition and natural language processing tools. Let’s use chatbots as an example.

Technical Review 130

Technical Review Technology Recruiting Culture 130

Xebia

AUGUST 29, 2023

It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. Each AWS account can host multiple queues, which for example can be used to configure high-priority and low-priority queues, each with its own characteristics. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

O'Reilly Media - Ideas

DECEMBER 6, 2018

Here are three inflection points—the need for scale, a more reliable system, and a more powerful system—when a technology team might consider using a distributed system. Horizontal Scalability. Take Amazon, for example. This makes it easy to add nodes and functionality as needed.

Systems Review 108

Systems Review System Technical Review Technical Cofounder 108

Perficient

AUGUST 9, 2023

Getting Started Before delving into complex examples, let’s set up a basic understanding of how Redis can work with Node.js: Installing Redis: If you haven’t already, you’ll need to install Redis on your system. and Redis together offer a potent combination for creating high-performance applications.

Performance 96

Performance Software Review Analytics Systems Review 96

AWS Machine Learning - AI

AUGUST 26, 2024

All data in this example summary is fictitious. This modular structure provides a scalable foundation for deploying a broad range of AI-powered use cases, beginning with Account Summaries. For example, “Provide a summary that excludes sensitive financial data and maintains a formal tone.”

Generative AI 125

Generative AI AWS Artificial Inteligence Technical Review 125

AWS Machine Learning - AI

AUGUST 28, 2024

This solution not only simplifies the deployment process, but also provides a scalable and efficient way to use the capabilities of RAG for question-answering systems. He specializes in generative AI, machine learning, and system design. Manoj Krishna Mohan is a Machine Learning Engineering at Amazon.

Knowledge Base 92

Knowledge Base AWS Generative AI Machine Learning 92

AWS Machine Learning - AI

SEPTEMBER 18, 2024

The following is an example of a synthetically generated offering for the construction industry: OneCompany Consulting Construction Consulting Services Offerings Introduction OneCompany Consulting is a premier construction consulting firm dedicated to. Our examples were manually created only for high-level guidance for simplicity.

Generative AI 121

Generative AI Artificial Inteligence Fractional CTO Guidelines 121

Confluent

FEBRUARY 27, 2019

In part 1 of this series, we developed an understanding of event-driven architectures and determined that the event-first approach allows us to model the domain in addition to building decoupled, scalable and enterprise-wide systems that can evolve. The first call is where database connections (and the like) should be initialized.

Serverless 109

Serverless Lambda AWS Systems Review 109

Confluent

JUNE 13, 2019

This data pipeline is a great example of a use case for Apache Kafka ®. Observational astronomers study many different types of objects, from asteroids in our own solar system to galaxies that are billions of lightyears away. Alert data pipeline and system design. Astronomy in real time. The case for Apache Kafka.

Data 102

Data Survey Analysis System 102

AWS Machine Learning - AI

JULY 3, 2024

For example, some regulatory requirements may apply to some markets/regions or a particular disease. Our generative system allows a high degree of personalization so you can easily tailor and specialize the content to new settings, by simply adjusting the input data. Image 8: Animation showing the revision of the Ehlers-Danlos article.

Artificial Inteligence 128

Artificial Inteligence Generative AI Lambda Healthcare 128

Cloudera

AUGUST 11, 2021

Unlike point products that solve one specific business problem, platforms are software packages that enable users to organize functions into one console and also design new solutions as use cases evolve. Toor points to a famous example of platform success: VMware. This is even more evident with big data. Platform Success Story: VMware.

Systems Review 121

Systems Review Storage Software Review Enterprise 121

AWS Machine Learning - AI

JULY 10, 2024

For example, a document might have complex semantic relationships in its sections or tables that require more advanced chunking techniques to accurately represent this relationship, otherwise the retrieved chunks might not address the user query. For example, if you’re using the Cohere Embeddings model, the maximum size of a chunk can be 512.

Knowledge Base 133

Knowledge Base Artificial Inteligence Lambda Applications 133

LeanEssays

JUNE 11, 2022

It is difficult to find enough talented people to do the complex system design, project management, and installation of solar systems. Once upon a time, mail order catalogs (Sears, for example) accepted orders as fast as they could and shipped them in about two weeks.

AWS 143

AWS Project Management Systems Review Software Review 143

AWS Machine Learning - AI

SEPTEMBER 30, 2024

This model is straightforward to fine-tune, and Mistral AI has provided example fine-tuned models. Explore the Custom Model Import feature for Amazon Bedrock to deploy FMs fine-tuned for code generation tasks in a secure and scalable manner. He specializes in generative AI, artificial intelligence, machine learning, and system design.

Artificial Inteligence 89

Artificial Inteligence Generative AI AWS Software Review 89

High Scalability

JULY 25, 2018

There are three appendices: Example SLO Document, Example Error Budget Policy, and Results of Postmortem Analysis. Introducing Non-Abstract Large System Design. Configuration Design and Best Practices. What makes this book a tour de force are all the examples and case studies. Implementing SLOs.

Case Study 74

Case Study Budget Study Metrics 74

Lacework

DECEMBER 7, 2022

As a result, traditional systems designed to provide network visibility, security, and compliance are ineffective when it comes to the cloud. CSPM tools have evolved since their inception, from initially being noisy control-plane monitors to becoming feature-rich, highly-scalable platforms. So, what is CSPM?

Software Review 98

Software Review Compliance Weak Development Team Systems Review 98

O'Reilly Media - Ideas

JUNE 4, 2019

Scalable Data Science with Apache Hadoop and Spark , July 16. Effective Data Center Design Techniques: Data Center Topologies and Control Planes , July 19. Pythonic design patterns , June 27. Learning Python 3 by Example , July 1. Domain-driven design and event-driven microservices , July 23-24.

Course 93

Course Training Artificial Inteligence Software Review 93

High Scalability

FEBRUARY 19, 2021

In the remainder of this article we will give examples of each of these situations and explain the engineering challenges encountered in achieving fault tolerance in practice. Fault tolerant designs treat failures as routine. Byzantine faults are a classic example. This ensures reliability. Stateful role placement.

System 66

System Engineering Load Balancer Resources 66

High Scalability

NOVEMBER 12, 2019

Grokking the System Design Interview is a popular course on Educative.io (taken by 20,000+ people) that's widely considered the best System Design interview resource on the Internet. It goes deep into real-world examples, offering detailed explanations and useful pointers on how to improve your approach.

Education 9

Education Load Balancer System Design PHP 9

High Scalability

OCTOBER 15, 2019

Grokking the System Design Interview is a popular course on Educative.io (taken by 20,000+ people) that's widely considered the best System Design interview resource on the Internet. It goes deep into real-world examples, offering detailed explanations and useful pointers on how to improve your approach.

Education 8

Education Load Balancer System Design PHP 8

High Scalability

OCTOBER 29, 2019

Grokking the System Design Interview is a popular course on Educative.io (taken by 20,000+ people) that's widely considered the best System Design interview resource on the Internet. It goes deep into real-world examples, offering detailed explanations and useful pointers on how to improve your approach.

Education 8

Education Load Balancer System Design PHP 8

High Scalability

JULY 19, 2019

Grokking the System Design Interview is a popular course on Educative.io (taken by 20,000+ people) that's widely considered the best System Design interview resource on the Internet. It goes deep into real-world examples, offering detailed explanations and useful pointers on how to improve your approach.

Education 9

Education Load Balancer System Design Advertising 9