AWS Machine Learning - AI

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. It’s serverless, so you don’t have to manage any infrastructure. It is time-consuming but, at the same time, critical.

Generative AI 99

Generative AI Artificial Inteligence Report Healthcare 99

AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. Storm serves as the front end for Nova, our serverless content management system (CMS).

Generative AI 103

Generative AI Artificial Inteligence AWS Serverless 103

AWS Machine Learning - AI

MARCH 28, 2024

You can deploy this solution with just a few clicks using Amazon SageMaker JumpStart , a fully managed platform that offers state-of-the-art foundation models for various use cases such as content writing, code generation, question answering, copywriting, summarization, classification, and information retrieval.

Artificial Inteligence 105

Artificial Inteligence Generative AI AWS Load Balancer 105

AWS Machine Learning - AI

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.

Generative AI 92

Generative AI Artificial Inteligence AWS Innovation 92

Xebia

AUGUST 17, 2023

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. TL;DR We’ve built an automated, serverless system on Google Cloud Platform where: Users upload images to a Google Cloud Storage Bucket.

Generative AI 130

Generative AI Serverless Google Cloud Technical Review 130

AWS Machine Learning - AI

MAY 9, 2024

Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles. The Approach When building an interactive agent with large language models (LLMs), there are often two techniques that can be used: RAG and fine-tuning.

Generative AI 109

Generative AI Artificial Inteligence Technical Review Development Team Review 109

AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots use the advanced natural language capabilities of large language models (LLMs) to respond to customer questions. They can understand conversational language and respond naturally. It augments prompts with these relevant chunks to generate an answer using the LLM.

Knowledge Base 94

Knowledge Base Artificial Inteligence Applications Lambda 94

Dzone - DevOps

APRIL 6, 2023

The field of machine learning has advanced considerably in recent years, enabling us to tackle complex problems with greater ease and accuracy. However, the process of building and training machine learning models can be a daunting task, requiring significant investments of time, resources, and expertise.

Serverless 90

Serverless AWS Machine Learning Artificial Inteligence 90

AWS Machine Learning - AI

FEBRUARY 29, 2024

Knowledge Bases is completely serverless, so you don’t need to manage any infrastructure, and when using Knowledge Bases, you’re only charged for the models, vector databases and storage you use. RAG is a popular technique that combines the use of private data with large language models (LLMs).

Knowledge Base 107

Knowledge Base Artificial Inteligence Generative AI AWS 107

AWS Machine Learning - AI

MAY 30, 2024

CBRE is unlocking the potential of artificial intelligence (AI) to realize value across the entire commercial real estate lifecycle—from guiding investment decisions to managing buildings. Anthropic Claude 2 on Amazon Bedrock, a general-purpose LLM with 100,000 maximum token support, was selected to support the solution.

AWS 93

AWS Lambda Artificial Inteligence Performance 93

High Scalability

DECEMBER 16, 2022

This model of computing has become increasingly popular in recent years, as it offers a number of benefits, including cost savings, flexibility, scalability, and increased efficiency. Cloud computing has become a widely-used model of computing, as it offers a number of benefits over traditional, on-premises computing systems.

ChatGPT 80

ChatGPT Cloud Artificial Inteligence Serverless 80

AWS Machine Learning - AI

FEBRUARY 14, 2024

For example, you can use large language models (LLMs) for a financial forecast by providing data and market indicators as prompts. We then send this enriched prompt to an LLM, specifically, Anthropic’s Claude on Amazon Bedrock, to obtain a customized travel plan.

Generative AI 109

Generative AI Artificial Inteligence Engineering Travel 109

CloudSphere

FEBRUARY 1, 2024

It’s about staying agile, scalable, and competitive. Scalability: Cloud computing provides businesses with the ability to quickly scale up or down their IT requirements as and when required, ensuring they are not paying for resources they aren’t using.

Trends 52

Trends Artificial Inteligence Cloud Serverless 52

OTS Solutions

JULY 18, 2023

DevOps methodology is an approach that emphasizes collaboration, automation, and continuous delivery, while digital engineering is a framework for developing, operating, and managing software systems that are scalable, resilient, and secure. OTS Solutions possess 20+ years of experience in building enterprise software development.

DevOps 130

DevOps Engineering Artificial Inteligence Software Review 130

Cloudera

OCTOBER 31, 2023

Our vision is built on two pillars: Build AI with Cloudera, powered by generative AI on AWS: Enable customers to build AI applications rapidly and cost-effectively by building capabilities and integrations between Cloudera Machine Learning and generative AI on AWS.

Generative AI 102

Generative AI Artificial Inteligence AWS Innovation 102

TechCrunch

OCTOBER 21, 2020

It will mean ordinary developers will be able to build scalable applications just like Google can build today.” which provides, in addition to a universal serverless compute API, an expanded library to use on Ray 1.0. Serverless computing is emerging as the preferred platform for developing distributed applications.

Technical Review 240

Technical Review Serverless Enterprise Artificial Inteligence 240

Invid Group

FEBRUARY 28, 2023

Artificial intelligence and machine learning Software development is already evolving due to artificial intelligence (AI) and machine learning (ML), and this trend is expected to continue. This post will look at some of the significant trends to monitor in the upcoming years.

Software Review 52

Software Review Software Development Trends Artificial Inteligence 52

OTS Solutions

JULY 18, 2023

DevOps methodology is an approach that emphasizes collaboration, automation, and continuous delivery, while digital engineering is a framework for developing, operating, and managing software systems that are scalable, resilient, and secure. OTS Solutions possess 20+ years of experience in building enterprise software development.

DevOps 130

DevOps Engineering Artificial Inteligence Software Review 130

Xebia

MAY 14, 2024

While Azure Web Apps for Containers provides a more specialized environment for web hosting, it might not offer the granularity of control or scalability needed for more complex, microservices-based architectures or applications with high demands for customization and scalability. Kubernetes Cluster). Kubernetes Cluster).

Azure 130

Azure Microservices Serverless Software Review 130

CircleCI

MAY 27, 2022

Two of the most widely-used technologies to host these deployments are serverless functions and containers. In this comparison, we will look at some important differentiators between serverless computing and containers and outline some criteria you can use to decide which to use for your next project. What is serverless?

Serverless 52

Serverless Applications Technical Review Microservices 52

CTOvision

JUNE 21, 2019

Algorithmia’s serverless infrastructure is custom built to host scalable AI models and advanced algorithms. Add your code and Algorithmia automatically generates API pipelines for hassle-free deployment and maintenance-free scalability. Today more than 55,000 developers have access to a […].

Artificial Inteligence 67

Artificial Inteligence Machine Learning Serverless Scalability 67

AWS Machine Learning - AI

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models 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 to build generative AI applications with security, privacy, and responsible AI.

Lambda 123

Lambda Generative AI AWS Microservices 123

AWS Machine Learning - AI

MARCH 15, 2024

Fortunately, with the advent of generative AI and large language models (LLMs) , it’s now possible to create automated systems that can handle natural language efficiently, and with an accelerated on-ramping timeline. That is because the LLM will guide Lambda throughout the process.

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Generative AI Lambda AWS Artificial Inteligence 114

Datavail

AUGUST 5, 2021

Azure Machine Learning. Machine learning and artificial intelligence (AI) have been cited as keys to digital transformation for organizations of all sizes and industries. Azure Machine Learning simplifies the process of building, training, and deploying production-ready machine learning models.

Azure 52

Azure Software Development Artificial Inteligence Software 52

Perficient

NOVEMBER 28, 2023

Our cutting-edge tools, such as cameras and sensors, offer real-time tracking, supported by AI (artificial intelligence) image recognition. Hexagonal Architecture and DevSecOps: Fundamentals of our operation The state-of-the-art of our ecosystem is defined by a hexagonal architecture , domain-driven design, and event-driven architecture.

Innovation 52

Innovation Technology Artificial Inteligence Artificial Intelligence 52

AWS Machine Learning - AI

MARCH 14, 2024

Building large language models (LLMs) from scratch or customizing pre-trained models requires substantial compute resources, expert data scientists, and months of engineering work. Distributed training enables the scalability needed to train very large FMs on massive datasets across many machines.

Generative AI 99

Generative AI AWS Applications Artificial Inteligence 99

Palo Alto Networks

MAY 22, 2024

Our objective is to present different viewpoints and predictions on how artificial intelligence is impacting the current threat landscape, how Palo Alto Networks protects itself and its customers, as well as implications for the future of cybersecurity. He predicts, "Productivity is going to improve as these LLMs help out."

Artificial Inteligence 65

Artificial Inteligence How To Weak Development Team Systems Review 65

Xebia

MAY 11, 2023

In a previous blog post I’ve already detailed How I replaced Xebia Leadership with Artificial Intelligence leveraging OpenAI. GCP provides a robust and scalable infrastructure that enables developers to build, deploy, and manage applications in a secure and efficient manner.

Generative AI 130

Generative AI Virtualization Artificial Inteligence Leadership 130

d2iq

AUGUST 29, 2022

2013, Google replaced Borg with Omega, a flexible and scalable scheduler for large computing clusters. That year also saw the introduction of Docker, a lightweight and simple way to package, distribute, and deploy containerized applications on a machine.

Survey 87

Survey Artificial Inteligence Serverless Artificial Intelligence 87

The Crazy Programmer

SEPTEMBER 25, 2023

It’s the serverless platform that will run a range of things with stronger attention on the front end. Even though Vercel mainly focuses on front-end applications, it has built-in support that will host serverless Node.js This is the serverless wrapper made on top of AWS. features in a free tier. services for free.

Serverless 180

Serverless AWS Google Cloud Azure 180

Apiumhub

MARCH 12, 2024

Implementation: Using edge computing frameworks like AWS IoT Greengrass or Azure IoT Edge to deploy machine learning models directly on edge devices for real-time data analysis. This event-driven model enhances efficiency, scalability, and cost-effectiveness.

Trends 52

Trends Innovation Cloud Serverless 52

Sunflower Lab

FEBRUARY 1, 2024

The ability of machines to read and understand information in a digital form—a requirement for machine learning and artificial intelligence makes vector embeddings significant. Ability to Adapt – For vector databases to manage massive volumes of data, adaptability and scalability are essential.

Artificial Inteligence 40

Artificial Inteligence Applications Healthcare Artificial Intelligence 40

Perficient

FEBRUARY 1, 2024

AWS Glue is a serverless data integration service that simplifies the discovery, preparation, and movement of data for analytics, machine learning (ML), and application development. Run efficient Spark jobs: Leverage serverless Spark environments for data processing, eliminating the need to provision and manage clusters.

AWS 52

AWS Serverless IoT Windows 52

CIO

MARCH 6, 2023

The expectation from developers is that they can go faster than they’ve ever gone before and that every part of the lifecycle around this data needs to be elastic, scalable,” he says. Artificial Intelligence, Cloud Computing, Media and Entertainment Industry That is invaluable when optimizing your site.”

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Artificial Inteligence Generative AI Storage AWS 146

Perficient

MARCH 19, 2024

If you have built or are building a Data Lake on the Google Cloud Platform (GCP) and BigQuery you already know that BigQuery is a fully managed enterprise data warehouse that helps you manage and analyze your data with built-in features like machine learning, geospatial analysis, and business intelligence.

Data 111

Data Google Cloud Analytics Serverless 111

Agile Engine

JANUARY 16, 2024

Table of contents Introduction Front-end to befriend users Persistence of files and information Architecture breakdown Implementation Wrapping up Introduction Welcome to the second part of rapid application development using LLMs, specifically the LLM from Vertex AI. A public API to serve and manage the system. A happy client.

Artificial Inteligence 52

Artificial Inteligence Software Review Architecture Systems Review 52

High Scalability

DECEMBER 21, 2018

It's HighScalability time: Have a very scalable Xmas everyone! 3) Serverless will rocket. Tim Bray : How to talk about [Serverless Latency] · To start with, don’t just say “I need 120ms.” See you in the New Year. Do you like this sort of Stuff? Please support me on Patreon. I'd really appreciate it.

Scalability 55

Scalability Internet Serverless VR 55