AWS Machine Learning - AI

MARCH 13, 2025

Much like traditional business process automation through technology, the agentic AI architecture is the design of AI systems designed to resolve complex problems with limited or indirect human intervention. For more information about when to use AWS Config, see AWS AppConfig use cases.

Artificial Inteligence 95

Artificial Inteligence Lambda Travel Generative AI 95

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

Generative AI 128

Generative AI AWS Artificial Inteligence Technical Review 128

AWS Machine Learning - AI

APRIL 3, 2024

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. A multimodal embeddings model is designed to learn joint representations of different modalities like text, images, and audio.

Serverless 135

Serverless Artificial Inteligence Engineering Generative AI 135

TechCrunch

SEPTEMBER 20, 2022

And Nvidia’s Jetson lineup of system-on-modules is expanding with Jetson Orin Nano, a system designed for low-powered robots. Isaac Sim, which launched in open beta last June, allows designers to simulate robots interacting with mockups of the real world (think digital re-creations of warehouses and factory floors).

Development 243

Development Systems Review Hardware Comparison 243

AWS Machine Learning - AI

AUGUST 28, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and the AWS Cloud Development Kit (AWS CDK), enabling organizations to quickly set up a powerful question answering system. The AWS CDK already set up. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

Knowledge Base 95

Knowledge Base AWS Generative AI Artificial Inteligence 95

Confluent

JULY 27, 2021

Serverless offerings in the cloud are a favorite among software engineers—a prime example are object stores such as AWS S3. For the system designer, however, it is an engineering challenge […].

Cloud 105

Cloud Serverless Software Engineering System Design 105

AWS Machine Learning - AI

MARCH 5, 2025

By segment, North America revenue increased 12% Y oY from $316B to $353B, International revenue grew 11% Y oY from$118B to $131B, and AWS revenue increased 13% Y oY from $80B to $91B. The template is compatible with and can be modified for other LLMs, such as LLMs hosted on Amazon Sagemaker Jumpstart and self-hosted on AWS infrastructure.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

AWS Machine Learning - AI

JULY 15, 2024

Years ago, Mixbook undertook a strategic initiative to transition their operational workloads to Amazon Web Services (AWS) , a move that has continually yielded significant advantages. The data intake process involves three macro components: Amazon Aurora MySQL-Compatible Edition , Amazon S3, and AWS Fargate for Amazon ECS.

Generative AI 121

Generative AI Artificial Inteligence AWS Technical Review 121

Erik Bernhardsson

MAY 1, 2018

So we can choose to spend one hour on system design, one hour on algorithms, etc. System design. In fact, I think any sort of interviewing is going to be unrealistic, and I’m very happy that there are some decent ways to evaluate the performance of engineers. Algorithms. Github portfolio. Actual job performance.

Software Review 212

Software Review Systems Review Performance Testing 212

CIO

OCTOBER 15, 2024

Unprecedented growth in AWS during this period also compelled CIOs to learn more about how startups were innovating and operating efficiently on the cloud. One approach to developing DevOps standards is establishing platform engineering disciplines for creating reusable, configurable, self-service components.

DevOps 214

DevOps Enterprise Software Review Technical Review 214

AWS Machine Learning - AI

AUGUST 1, 2024

To address this challenge, AWS recently announced the preview of Amazon Bedrock Custom Model Import , a feature that you can use to import customized models created in other environments—such as Amazon SageMaker , Amazon Elastic Compute Cloud (Amazon EC2) instances, and on premises—into Amazon Bedrock.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Artificial Intelligence 126

AWS Machine Learning - AI

OCTOBER 24, 2024

Agentic workflows are a fresh new perspective in building dynamic and complex business use- case based workflows with the help of large language models (LLM) as their reasoning engine or brain. These agents work with AWS managed infrastructure capabilities and Amazon Bedrock , reducing infrastructure management overhead.

Generative AI 97

Generative AI Artificial Inteligence Applications Knowledge Base 97

Mobilunity

DECEMBER 9, 2024

Have you ever wondered how often people mention artificial intelligence and machine learning engineering interchangeably? It might look reasonable because both are based on data science and significantly contribute to highly intelligent systems, overlapping with each other at some points. Are you seeking a reliable AI tech partner?

Engineering 52

Engineering Artificial Inteligence Machine Learning Artificial Intelligence 52

AWS Machine Learning - AI

JULY 3, 2024

To answer this question, the AWS Generative AI Innovation Center recently developed an AI assistant for medical content generation. The system is built upon Amazon Bedrock and leverages LLM capabilities to generate curated medical content for disease awareness. She is passionate about AI/ML, finance and software security topics.

Artificial Inteligence 132

Artificial Inteligence Generative AI Lambda Healthcare 132

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. Let’s start with AWS (Amazon Web Services). AWS has released multiple new enterprise-level services every year since 2012, each aimed at solving a specific customer problem.

AWS 143

AWS Project Management Systems Review Software Review 143

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI on AWS can transform user experiences for customers while maintaining brand consistency and your desired customization. Here, we also prompted the LLM to use the company logo (which is the unicorn of AWS GameDay ) to demonstrate incorporating existing design elements into the design.

Generative AI 127

Generative AI Artificial Inteligence Fractional CTO Guidelines 127

O'Reilly Media - Ideas

JUNE 4, 2019

Engineering Mentorship , June 24. Spotlight on Learning From Failure: Hiring Engineers with Jeff Potter , June 25. AWS Security Fundamentals , July 15. AWS Certified Security - Specialty Crash Course , July 25-26. Systems engineering and operations. AWS Access Management , June 6.

Course 93

Course Training Artificial Inteligence Software Review 93

AWS Machine Learning - AI

SEPTEMBER 30, 2024

The import job copies all the model artifacts from the user’s account into an AWS managed S3 bucket. When the import job is complete, the fine-tuned model is made available for invocation from your AWS account. Additionally, all data (including the model) remains within the selected AWS Region. This is an asynchronous method.

Artificial Inteligence 94

Artificial Inteligence Generative AI AWS Software Review 94

Mobilunity

MAY 3, 2024

When it comes to financial technology, data engineers are the most important architects. As fintech continues to change the way standard financial services are done, the data engineer’s job becomes more and more important in shaping the future of the industry. Knowledge of Scala or R can also be advantageous.

Data Engineering 52

Data Engineering Fintech Engineering Data 52

O'Reilly Media - Ideas

AUGUST 2, 2022

CRISPR has been used in human trials to re-engineer a patient’s DNA to reduce cholesterol. Regardless of where a company is based, to avoid legal problems later, it’s a good idea to build AI and other data-based systems that observe the EU’s data laws. The Dallery Gallery has published a Prompt Engineering Guide to DALL-E.

Artificial Inteligence 128

Artificial Inteligence Trends Open Source Machine Learning 128

High Scalability

FEBRUARY 19, 2021

This means a system that is not merely available but is also engineered with extensive redundant measures to continue to work as its users expect. Fault tolerance The ability of a system to continue to be dependable (both available and reliable) in the presence of certain component or subsystem failures.

System 66

System Engineering Load Balancer Resources 66

Mobilunity

MAY 13, 2021

Infrastructure engineering is a branch of engineering as it uses the principles of science and mathematics to design and develop the structures required to perform certain processes. Infrastructure engineering in the IT world includes working with network connections, cabling, and storage area networks. Logs and Metrics.

Infrastructure 52

Infrastructure Engineering Technical Review Systems Review 52

O'Reilly Media - Ideas

FEBRUARY 11, 2019

At Strata Data San Francisco, Netflix , Intuit , and Lyft will describe internal systems designed to help users understand the evolution of available data resources. Building a Serverless Big Data Application on AWS”. AI and Data technologies in the cloud. Streaming and realtime analytics. Security and privacy.

Big Data 108

Big Data Technology Tools Cloud 108

O'Reilly Media - Ideas

JUNE 5, 2019

Engineering Mentorship , June 24. Spotlight on Learning From Failure: Hiring Engineers with Jeff Potter , June 25. AWS Security Fundamentals , July 15. AWS Certified Security - Specialty Crash Course , July 25-26. Systems engineering and operations. AWS Access Management , June 6.

Course 67

Course Training Artificial Inteligence Software Review 67

High Scalability

AUGUST 4, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 46

Education System Design AWS PHP 46

Erik Bernhardsson

MAY 1, 2018

So we can choose to spend one hour on system design, one hour on algorithms, etc. System design. In fact, I think any sort of interviewing is going to be unrealistic, and I’m very happy that there are some decent ways to evaluate the performance of engineers. Algorithms. Github portfolio. Actual job performance.

Software Review 100

Software Review Systems Review Performance Testing 100

O'Reilly Media - Ideas

SEPTEMBER 3, 2024

The AI Scientist , an AI system designed to do autonomous scientific research, unexpectedly modified its own code to give it more time to run. Nick Hobbs argues that we need AI designers —designers who specialize in designing for AI, who are intimately familiar with AI and its capabilities—to create genuinely innovative new products.

Trends 110

Trends Artificial Inteligence Open Source Software Review 110

High Scalability

JUNE 11, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 42

Education System Design AWS PHP 42

High Scalability

SEPTEMBER 3, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 42

Education System Design AWS PHP 42

High Scalability

JULY 8, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 41

Education System Design AWS PHP 41

O'Reilly Media - Ideas

MAY 1, 2019

Reinforcement Learning: Building Recommender Systems , June 17. Fundamentals of Machine Learning with AWS , June 19. Building Machine Learning Models with AWS Sagemaker , June 20. Inside Unsupervised Learning: Generative Models and Recommender Systems , June 26. Design Patterns Boot Camp , July 1-2.

Course 60

Course Training Artificial Inteligence Machine Learning 60

High Scalability

OCTOBER 14, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 41

Education System Design AWS PHP 41

High Scalability

SEPTEMBER 18, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 41

Education System Design AWS PHP 41

High Scalability

JULY 8, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 40

Education System Design AWS PHP 40

LeanEssays

JULY 14, 2019

He describes “some surprising theories about software engineering”: I discuss these theories in terms of two fundamentally different development styles, the "cathedral" model of most of the commercial world versus the "bazaar" model of the Linux world. If you give software engineers manual work, their first instinct is to automate it.

Software Review 91

Software Review Software Engineering Weak Development Team Continuous Delivery 91

High Scalability

DECEMBER 22, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs.

Education 40

Education System Design AWS PHP 40

High Scalability

DECEMBER 8, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs.

Education 40

Education System Design AWS PHP 40