Dzone - DevOps

FEBRUARY 5, 2023

Welcome to our tutorial on deploying a machine learning (ML) model on Amazon Web Services (AWS) Lambda using Docker. In this tutorial, we will walk you through the process of packaging an ML model as a Docker container and deploying it on AWS Lambda, a serverless computing service. So, let’s get started!

Machine Learning 94

Machine Learning Artificial Inteligence Lambda AWS 94

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

DevOps.com

AUGUST 23, 2020

However, although engineering resources may be slim, serverless offers new solutions to tackle the DevOps challenge. From improved IoT devices to cost-effective machine learning applications, the serverless ecosystem is […].

Serverless 145

Serverless DevOps Technology IoT 145

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 109

Knowledge Base Artificial Inteligence Generative AI AWS 109

InfoWorld

APRIL 15, 2024

In the past two years, I’ve been involved with generative AI projects using large language models (LLMs) more than traditional systems. I’ve become nostalgic for serverless cloud computing.

Artificial Inteligence 80

Artificial Inteligence Cloud Serverless Generative AI 80

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

O'Reilly Media - Data

AUGUST 30, 2018

The O’Reilly Data Show Podcast: Eric Jonas on Pywren, scientific computation, and machine learning. Jonas and his collaborators are working on a related project, NumPyWren, a system for linear algebra built on a serverless architecture. Jonas is also affiliated with UC Berkeley’s RISE Lab.

Machine Learning 104

Machine Learning Artificial Inteligence Tools Serverless 104

CIO

JUNE 13, 2023

Once wild and seemingly impossible notions such as large language models, machine learning, and natural language processing have gone from the labs to the front lines. The next generation promises to deliver the same unstoppable parade of innovation. Or maybe just ten or five or one?

Innovation 336

Innovation Artificial Inteligence Weak Development Team Airlines 336

CIO

JULY 5, 2023

In addition, he says, “We leverage serverless wherever possible in our public cloud environment, and for the applications that have not been modernized, we can do fine-tuning on virtual machines in our private cloud environment.”

Sustainability 130

Sustainability Artificial Inteligence Technical Review Generative AI 130

OTS Solutions

JULY 18, 2023

The Future of DevOps and Digital Engineering New Trends and technologies shaping the Future of DevOps and Digital Engineering The future of DevOps and digital engineering is heavily influenced by the adoption of emerging technologies such as cloud computing, containerization, and serverless architecture.

DevOps 130

DevOps Engineering Artificial Inteligence Software Review 130

Lacework

DECEMBER 18, 2023

The statistical models implemented by Lacework dynamically determine when suspicious activity occurs, identifying the unique aspects of each cloud environment. February: AI and machine learning Artificial intelligence (AI) and machine learning (ML) can analyze vast amounts of data to identify anomalies and predict potential threats.

Artificial Inteligence 109

Artificial Inteligence Cloud Analysis Machine Learning 109

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 Artificial Inteligence Trends 52

CIO

JANUARY 31, 2024

Some hyperscalers offer tools and advice on making AI more sustainable, such as Amazon Web Services, which provides tips on using serverless technologies to eliminate idle resources, data management tools, and datasets. AWS also has models to reduce data processing and storage, and tools to “right size” infrastructure for AI application. “You

Sustainability 297

Sustainability Data Center Artificial Intelligence Artificial Inteligence 297

High Scalability

DECEMBER 16, 2022

I'm sorry, but as a large language model trained by OpenAI, I don't have the ability to browse the internet or keep up-to-date with current events. As a large language model trained by OpenAI, I do not have the ability to browse the internet or keep up-to-date with current events.

ChatGPT 80

ChatGPT Cloud Artificial Inteligence Serverless 80

TechCrunch

OCTOBER 3, 2022

A decade later, a startup called Immerok — founded by David Moravek, Holger Temme, Johannes Moser, Konstantin Knauf, Piotr Nowojski and Timo Walther — has developed an Apache Flink cloud service called Immerok Cloud, which is serverless — abstracting away the server management tasks needed to process streaming data.

Cloud 232

Cloud Data Serverless AWS 232

d2iq

AUGUST 29, 2022

AI and Kubernetes a Perfect Match Another force driving Kubernetes adoption is the rapid maturation of artificial intelligence (AI) and machine learning (ML). DataDog found that more than one-half of all organizations were using serverless computing on one of the three major public cloud providers.

Survey 87

Survey Artificial Inteligence Serverless Artificial Intelligence 87

CIO

MARCH 26, 2024

Secondly, to deliver zero-touch operations, inspired by its Autonomous Driving Network (ADN) , Huawei has set out to equip its customers with greater autonomy and intelligence by the Network Digital Map solution. The solution has been upgraded based on cloud-map algorithms and digital twins.

Banking 147

Banking Disaster Recovery Backup Strategy 147

OTS Solutions

JULY 18, 2023

The Future of DevOps and Digital Engineering New Trends and technologies shaping the Future of DevOps and Digital Engineering The future of DevOps and digital engineering is heavily influenced by the adoption of emerging technologies such as cloud computing, containerization, and serverless architecture.

DevOps 130

DevOps Engineering Artificial Inteligence Software Review 130

Xebia

MAY 11, 2023

In a previous blog post I’ve already detailed How I replaced Xebia Leadership with Artificial Intelligence leveraging OpenAI. Cloud Run, a fully managed serverless platform, simplifies the deployment process and allows for the dynamic scaling of resources based on demand.

Generative AI 130

Generative AI Virtualization Artificial Inteligence Leadership 130

Dzone - DevOps

MARCH 17, 2023

Fargate vs. Lambda has recently been a trending topic in the serverless space. Fargate and Lambda are two popular serverless computing options available within the AWS ecosystem. While both tools offer serverless computing, they differ regarding use cases, operational boundaries, runtime resource allocations, price, and performance.

Lambda 94

Lambda Serverless AWS Microservices 94

AWS Machine Learning - AI

MARCH 1, 2024

For RAG-based applications, the accuracy of the generated response from large language models (LLMs) is dependent on the context provided to the model. As of this writing, the hybrid search feature is available for OpenSearch Serverless, with support for other vector stores coming soon.

Knowledge Base 104

Knowledge Base Artificial Inteligence AWS Generative AI 104

CTOvision

JUNE 21, 2019

Algorithmia’s serverless infrastructure is custom built to host scalable AI models and advanced algorithms. For an overview of their approach see: Any model added can optionally be monetized in the marketplace. Today more than 55,000 developers have access to a […].

Artificial Inteligence 67

Artificial Inteligence Machine Learning Serverless Scalability 67

AWS Machine Learning - AI

NOVEMBER 22, 2023

In addition, customers are looking for choices to select the most performant and cost-effective machine learning (ML) model and the ability to perform necessary customization (fine-tuning) to fit their business use cases. The LLM generated text, and the IR system retrieves relevant information from a knowledge base.

Artificial Inteligence 89

Artificial Inteligence Serverless Engineering Generative AI 89

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

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

O'Reilly Media - Ideas

DECEMBER 5, 2018

Get hands-on training in Kubernetes, machine learning, blockchain, Python, management, and many other topics. Learn new topics and refine your skills with more than 120 new live online training courses we opened up for January and February on our online learning platform. Artificial intelligence and machine learning.

Artificial Inteligence 104

Artificial Inteligence Course Training Blockchain 104

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

AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data.

Generative AI 83

Generative AI Artificial Inteligence AWS Applications 83

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

Perficient

AUGUST 8, 2023

BigQuery is serverless, it automatically scales without user intervention. BigQuery provides a flexible, powerful foundation for machine learning and artificial intelligence. I am talking about a centralized repository that allows you to store all your structured and unstructured data at any scale.

Data 52

Data Artificial Inteligence Artificial Intelligence Serverless 52

Dzone - DevOps

DECEMBER 3, 2023

Companies are adopting modern architectures like microservices, serverless computing, and utilizing the latest AI and machine learning techniques. In an era defined by the relentless drive towards digital transformation, IT landscapes are continuously evolving.

System 59

System Analysis Serverless Microservices 59

RapidValue

APRIL 20, 2020

The Rise of Serverless. Having mentioned about cloud-native DevOps, another trend that deserves all the hype is the implementation of serverless architecture in DevOps. Serverless architecture has been the buzz for a while now owing to the flexibility that comes with it. The Artificial Intelligence Hype.

DevOps 69

DevOps Trends Artificial Inteligence Serverless 69

CircleCI

NOVEMBER 18, 2021

AIOps is an approach to managing the exponential growth of IT operations and the complexity of new technology through the application of artificial intelligence (AI). AIOps uses machine learning and big data to assist IT operations. Take cloud misconfiguration, for example.

Artificial Inteligence 52

Artificial Inteligence Weak Development Team Artificial Intelligence Machine Learning 52

O'Reilly Media - Ideas

JANUARY 22, 2019

From artificial intelligence to serverless to Kubernetes, here’s what on our radar. Artificial intelligence for IT operations (AIOps) will allow for improved software delivery pipelines in 2019. Google Cloud. This is a huge projected increase from the mere 5% that are currently utilizing it.

Systems Review 79

Systems Review Trends Engineering System 79

CIO

JANUARY 4, 2023

Muehlberger is also investing in a serverless environment whereby cloud providers allocate resources on demand to further eliminate computing waste. At Vuori, everything is in the cloud. Choice Hotels’ Kirkland, who will close the company’s last data centers next year, insists any CIO focused on sustainability should go all-in on cloud.

Sustainability 309

Sustainability Technical Review Nonprofit Data Center 309

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

TechCrunch

OCTOBER 14, 2020

The platform itself centers around the “humans in the loop” model that complements the automated systems, with the ability for humans to train and correct the model as needed. Image Credits: Dataloop. The company was founded in 2017. It’ll use the new funding to grow its presence in the U.S.

Serverless 258

Serverless Data Retail Training 258