CIO

MAY 10, 2024

To make that possible, JSOC reaches into the company’s cloud infrastructure to access data using a range of technologies, including AWS Gateway, Aurora, OpenShift, Secrets Manager, Athena, and Kafka, to name a few. This is our first foundational step in automating that and making it as proactive as possible.”

Artificial Inteligence 174

Artificial Inteligence Machine Learning Off-The-Shelf Generative AI 174

AWS Machine Learning - AI

MARCH 18, 2025

However, off-the-shelf LLMs cant be used without some modification. SQL is one of the key languages widely used across businesses, and it requires an understanding of databases and table metadata. This can be overwhelming for nontechnical users who lack proficiency in SQL. The following diagram provides more details about embeddings.

Artificial Inteligence 99

Artificial Inteligence Applications Generative AI Off-The-Shelf 99

CIO

AUGUST 24, 2022

Earning even one VMware Master Services Competency is difficult – comdivision earned Master Service Competencies in Cloud Management and Automation, Cloud-Native Apps, Data Center Virtualization, Digital Workspace, Network Virtualization, VMware Cloud on AWS, VMware Cloud Foundation, and Software-Defined Wide Area Network, (SD-WAN).

Off-The-Shelf 147

Off-The-Shelf WAN Data Center Cloud 147

CIO

JANUARY 23, 2023

It’s the same for other competitors like AWS,” he said. OpenAI has landed billions of dollars more funding from Microsoft to continue its development of generative artificial intelligence tools such as Dall-E 2 and ChatGPT. Microsoft stands to benefit from its investment in three ways. The deal, announced by OpenAI and Microsoft on Jan.

Enterprise 197

Enterprise ChatGPT Technical Advisors Artificial Intelligence 197

AWS Machine Learning - AI

AUGUST 22, 2024

Building a deployment pipeline for generative artificial intelligence (AI) applications at scale is a formidable challenge because of the complexities and unique requirements of these systems. Generative AI models are constantly evolving, with new versions and updates released frequently.

Generative AI 123

Generative AI Artificial Inteligence Applications AWS 123

Netflix Tech

DECEMBER 3, 2019

We saw how excited data scientists were about modern off-the-shelf machine learning libraries, but we also witnessed various issues caused by these libraries when they were casually included as dependencies in production workflows. mainly because of mundane reasons related to software engineering.

Open Source 95

Open Source Data Artificial Inteligence Machine Learning 95

CIO

APRIL 4, 2024

We don’t want to just go off to the next shiny object,” she says. “We To keep up, Redmond formed a steering committee to identify opportunities based on business objectives, and whittled a long list of prospective projects down to about a dozen that range from inventory and supply chain management to sales forecasting. “We

Enterprise 202

Enterprise Technical Review Generative AI Software Review 202

CIO

AUGUST 16, 2023

In fact, Microsoft has already announced they’ll support Llama 2 in their Azure cloud, and AWS has support for a number of LLMs through its Amazon Bedrock service, including models from Anthropic, Stability AI, AI21 Labs, and Meta’s Llama 2. All we need to do is specialize them for our needs.” We select the LLM based on the use case.

Artificial Inteligence 148

Artificial Inteligence Generative AI Open Source ChatGPT 148

AWS Machine Learning - AI

APRIL 16, 2024

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process of working on their ML tasks, data scientists typically start their workflow by discovering relevant data sources and connecting to them.

Artificial Inteligence 116

Artificial Inteligence Data AWS Generative AI 116

O'Reilly Media - Ideas

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. The new category is often called MLOps. However, the concept is quite abstract.

DevOps 145

DevOps Data Software Review Technical Advisors 145

AWS Machine Learning - AI

NOVEMBER 22, 2023

The financial service (FinServ) industry has unique generative AI requirements related to domain-specific data, data security, regulatory controls, and industry compliance standards. RAG is a framework for improving the quality of text generation by combining an LLM with an information retrieval (IR) system.

Artificial Inteligence 119

Artificial Inteligence Serverless Engineering Machine Learning 119

Perficient

DECEMBER 2, 2022

It would take way too long to do a comprehensive review of all available solutions, so in this first part, I’m just going to focus on AWS, Azure – as the leading cloud providers – as well as hybrid-cloud approaches using Kubernetes. Introduction. Edge computing and more generally the rise of Industry 4.0 Solution Overview.

IoT 69

IoT Systems Review Industry Software Review 69

Netflix Tech

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! To sustain this data growth at Netflix, it has deployed open-source software Ceph using AWS services to achieve the required SLOs of some of the post-production workflows.

AWS 40

AWS Open Source Linux Off-The-Shelf 40

Netflix Tech

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! To sustain this data growth at Netflix, it has deployed open-source software Ceph using AWS services to achieve the required SLOs of some of the post-production workflows.

AWS 40

AWS Open Source Linux Off-The-Shelf 40

AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. These foundation models perform well with generative tasks, from crafting text and summaries, answering questions, to producing images and videos.

Artificial Inteligence 117

Artificial Inteligence Training Off-The-Shelf Metrics 117

O'Reilly Media - Ideas

JANUARY 17, 2023

What would you say is the job of a software developer? A layperson, an entry-level developer, or even someone who hires developers will tell you that job is to … well … write software. Pretty simple. An experienced practitioner will tell you something very different. They’d say that the job involves writing some software, sure.

Software Review 145

Software Review Development Team Review Artificial Inteligence Machine Learning 145

Stackery

JULY 1, 2020

Aside: If you are operating off-the-shelf databases or similar services yourself, you are not really doing modern application development.). Resource-Level Access Controls are granted in AWS via IAM statements. Resource-Level Access Controls are granted in AWS via IAM statements. Caesar Cipher? Considerations.

Serverless 72

Serverless AWS Authentication Lambda 72

Kaseya

AUGUST 13, 2021

What Is Shadow IT? Shadow IT is the use of information technology systems, software, devices, services and applications outside of, or without the explicit approval of, the IT department. ” What Is Another Name for Shadow IT? Why Does Shadow IT Exist? What Technology Falls Under Shadow IT? Is Shadow IT Good or Bad?

How To 101

How To Off-The-Shelf Policies Backup 101

Linux Academy

JANUARY 16, 2020

Mark Richman, AWS Training Architect. “Taking courses is great, doing Hands-On Labs is even better. But the best thing you can do is build something for someone else to use.” ” If you’re here to fully understand Mark Richman in his entirety, you’re going to need to keep digging. The early, nerdy years.

Linux 22

Linux Training Azure Off-The-Shelf 22

The Daily WTF

JANUARY 20, 2020

Couple that with the fact that each of your customers wants the off-the-shelf product you’re selling them to have every feature they need for their business case, you’re on a fast track to bloated software, inner platforms, and just general awfulness. Today, we’re not talking about Oracle, though.

Enterprise 81

Enterprise Off-The-Shelf Software Review Weak Development Team 81

Xebia

APRIL 4, 2025

Not an awful lot given we can save some serious time here. What is still fantasy and what concrete potential exists? What should be automated and what should not? In this blogpost, we explore the GenAI automation potential that exists today for data extraction. Why GenAI data extraction Why exactly should we care about GenAI data extraction?

Data 130

Data Artificial Inteligence Quality Assurance Insurance 130

N2Growth Blog

DECEMBER 1, 2010

Contrast this with the feelings you have when you hear an awful sound-bite that makes a leader look either uninformed or unintelligent. Do you ever find yourself sitting back and marveling at those leaders who always seem to have the right thing to say?

Weak Development Team 128

Weak Development Team Leadership Off-The-Shelf Strategy 128

Netflix Tech

DECEMBER 3, 2019

We saw how excited data scientists were about modern off-the-shelf machine learning libraries, but we also witnessed various issues caused by these libraries when they were casually included as dependencies in production workflows. mainly because of mundane reasons related to software engineering.

Open Source 54

Open Source Data Artificial Inteligence Machine Learning 54

Modus Create

JUNE 20, 2023

All major cloud providers (AWS, Azure, Google Cloud) provide serverless options, with AWS Lambda being the most popular serverless computing platform. Micro frontends have immense benefits, but it’s not a technology you can use off the shelf. Here’s what’s capturing the attention of global enterprises in 2023.

Trends 75

Trends Development Serverless Technical Review 75

AWS Machine Learning - AI

SEPTEMBER 6, 2024

By following these guidelines, data scientists can quantify the user experience delivered by their generative AI pipelines and communicate meaning to business stakeholders, facilitating ready comparisons across different architectures, such as Retrieval Augmented Generation (RAG) pipelines, off-the-shelf or fine-tuned LLMs, or agentic solutions.

Generative AI 91

Generative AI Metrics Artificial Inteligence Systems Review 91

Protera

SEPTEMBER 25, 2018

The competition between AWS, Azure, and other public cloud providers has been particularly helpful in the SAP community. At this point, the limit might as well be infinite for the vast majority of enterprises — vanishingly few will find off-the-shelf public cloud hosting inadequate. Integration Unifies the Public Cloud.

Cloud 58

Cloud Off-The-Shelf Artificial Inteligence Serverless 58

Lacework

FEBRUARY 1, 2022

Cloud computing is fundamentally transforming the way people interact with the world and how companies get business done. Today, Lacework is shining a new light on these challenges and what they mean for securing the future of business. Shining a Light Today, and for What’s Next.

Cloud 59

Cloud Google Cloud Off-The-Shelf AWS 59

Flexagon

JANUARY 25, 2023

Before we look ahead, let us appreciate how much we have evolved in delivering on our founders’ vision to simplify the complexity of deploying changes to Enterprise Software Platform Technologies. Looking Back to 2022 : Transforming Developer Productivity In the past year, we aspired to transform developer productivity and transform your business.

UI/UX 78

UI/UX Software Review Off-The-Shelf DevOps 78

Confluent

MAY 22, 2019

The internet is not just connecting people around the world. Through the Internet of Things (IoT), it is also connecting humans to the machines all around us and directly connecting machines to other machines. IoT is a fast-growing market, already known to be over $1.2 trillion in 2017 and anticipated to grow to over $6.5 trillion by 2024.

IoT 98

IoT Google Cloud Scalability Microservices 98

Protera

AUGUST 21, 2018

In fact AWS General Manager Stephen Orban refers to replatforming as “lift-tinker-and-shift.” Migrating to the cloud is a complex process, that must be customized to address the technical, functional and operational needs of the organization. Here are the three main cloud migration strategies businesses use to meet those goals. Replatforming.

Strategy 72

Strategy Cloud Weak Development Team Off-The-Shelf 72

O'Reilly Media - Ideas

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). You already know the game and how it is played: you’re the coordinator who ties everything together, from the developers and designers to the executives.

Product Management 145

Product Management Artificial Inteligence Machine Learning Weak Development Team 145

Netflix Tech

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

System 94

System Artificial Inteligence Machine Learning Open Source 94

Altexsoft

AUGUST 30, 2018

Developers wrote code; the system administrators were responsible for its deployment and integration. As there was limited communication between these two silos, specialists worked mostly separately within a project. That was fine when Waterfall development dominated. Today, DevOps is one of the most discussed software development approaches.

DevOps 90

DevOps Engineering Continuous Delivery Systems Administration 90

Altexsoft

APRIL 13, 2021

And when it comes to decision-making, it’s often more nuanced than an off-the-shelf system can handle — it needs the understanding of the context of each particular case. The insurance industry is notoriously bad at customer experience. Not in China though. Of course, not.

Machine Learning 87

Machine Learning Artificial Inteligence Insurance Technical Review 87

Netflix Tech

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Packaging has always been an important step in media processing. Supporting those workflows poses new challenges to our packaging service. is 220 Mbps.

Cloud 96

Cloud Storage Video Media 96

O'Reilly Media - Ideas

NOVEMBER 22, 2022

However, we haven’t seen any discussions of “technical health,” which suggests that industry at large doesn’t know what differentiates a company that’s been through a successful digital transformation from one that’s struggling. We hope that their answers will help companies to build their own strategies for digital transformation.

Open Source 110

Open Source Engineering Culture Weak Development Team Fractional CTO 110

Netflix Tech

AUGUST 29, 2023

A brief history of IPC at Netflix Netflix was early to the cloud, particularly for large-scale companies: we began the migration in 2008, and by 2010, Netflix streaming was fully run on AWS. Today we have a wealth of tools, both OSS and commercial, all designed for cloud-native environments.

Load Balancer 91

Load Balancer Off-The-Shelf Systems Review Microservices 91