O'Reilly on Data

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). Why AI software development is different. This shift requires a fundamental change in your software engineering practice. It’s hard to predict how long an AI project will take.

Management 339

Management Machine Learning Experimentation Metrics 339

CIO Business Intelligence

NOVEMBER 15, 2022

Experiment with the “highly visible and highly hyped”: Gartner repeatedly pointed out that organisations that innovate during tough economic times “stay ahead of the pack”, with Mesaglio in particular calling for such experimentation to be public and visible.

Digital Transformation 134

Digital Transformation Experimentation Risk Metrics 134

CIO Business Intelligence

FEBRUARY 26, 2024

Agility Around 86% of software development companies are agile, and with good reason. Embedding innovation into an organization often requires a change in mindset — one where experimentation is rewarded, and failed projects are seen as an important part of the learning process.

Experimentation 113

Experimentation Cost-Benefit Digital Transformation Risk 113

CIO Business Intelligence

MAY 30, 2024

Telcos in general are also experimenting with gen AI to analyze network data and streamline the entire software lifecycle, including generating and scanning code for vulnerabilities before launch. I’ve given colleagues the freedom to do research and experimentation together with our automation partner Mauden,” says Ciuccarelli. “We

Cost-Benefit 108

Cost-Benefit Sales Modeling Experimentation 108

IBM Big Data Hub

MARCH 4, 2024

In 2024, companies confront significant disruption, requiring them to redefine labor productivity to prevent unrealized revenue, safeguard the software supply chain from attacks, and embed sustainability into operations to maintain competitiveness. Otherwise, the risks become too significant.

Enterprise 96

Enterprise ROI Risk Strategy 96

Smarten

MAY 17, 2023

Whether you are looking at ChatGPT or Open AI and wondering how it might be applied to your business environment, it is important to understand the current state of this technology, the inherent risks and the possible opportunities. “So, proceed, but don’t over pivot.” “So, proceed, but don’t over pivot.”

Digital Transformation 52

Digital Transformation Experimentation Risk Testing 52

IBM Big Data Hub

MAY 9, 2023

It is well known that Artificial Intelligence (AI) has progressed, moving past the era of experimentation to become business critical for many organizations. Challenges around managing risk and reputation Customers, employees and shareholders expect organizations to use AI responsibly, and government entities are starting to demand it.

Metadata 72

Metadata Risk Experimentation Dashboards 72

CIO Business Intelligence

AUGUST 4, 2023

WABTEC products and locomotives have numerous embedded digital pieces – both hardware and software, which allow us to track performance, and assess their reliability and warranty for the customers. Designed to be under high stress and duress, we monitor them for temperature, pressure, and other parameters.

IoT 81

IoT Manufacturing Experimentation Digital Transformation 81

CIO Business Intelligence

MARCH 7, 2023

Something that produces libraries and software is no different than searching GitHub,” he says. “We Oliver Wittmaier, CIO and product owner at DB SYSTEL GmbH DB SYSTEL GmbH Content generation is also an area of particular interest to Michal Cenkl, director of innovation and experimentation at Mitre Corp. “I Mitre Corp.

Enterprise 110

Enterprise IT Experimentation Unstructured Data 110

IBM Big Data Hub

OCTOBER 4, 2022

It is well known that Artificial Intelligence (AI) has progressed, moving past the era of experimentation. Today, AI presents an enormous opportunity to turn data into insights and actions, to amplify human capabilities, decrease risk and increase ROI by achieving break through innovations. Challenges around managing risk.

Metadata 97

Metadata Risk Risk Management Experimentation 97

Ontotext

JULY 6, 2023

Let’s consider an example about risk and opportunity event detection. The screenshot below shows a piece of news where the annotated concepts are underlined and the annotation types are displayed on the right-hand side (keyphrases, organizations, software, locations, work, people, etc.). The solution brings many business benefits.

Cost-Benefit 52

Cost-Benefit Metadata Experimentation Risk 52

Domino Data Lab

MAY 15, 2019

Unfortunately, a common challenge that many industry people face includes battling “ the model myth ,” or the perception that because their work includes code and data, their work “should” be treated like software engineering. These steps also reflect the experimental nature of ML product management.

Machine Learning 111

Machine Learning Management Experimentation Uncertainty 111

CIO Business Intelligence

JULY 3, 2023

Rather than relying on APIs provided by firms such as OpenAI and the risks of uploading potentially sensitive data to third-party servers, new approaches are allowing firms to bring smaller LLMs inhouse. However, the AI future for many enterprises lies in building and adapting much smaller models based on their own internal data assets.

Management 101

Management Experimentation Modeling Enterprise 101

CIO Business Intelligence

OCTOBER 18, 2023

But if there are any stop signs ahead regarding risks and regulations around generative AI, most enterprise CIOs are blowing past them, with plans to deploy an abundance of gen AI applications within the next two years if not already. “As These three programs are already delivering value for the business.”

Risk 129

Risk Manufacturing Enterprise Technology 129

Data Science 101

OCTOBER 15, 2023

Quantum Brilliance needed help leading a software release, and I had the specific background of enterprise and devrel, but also SaaS and scaling a product as a founder, which was essential to their mix of otherwise academic-heavy science talent. That’s a risk. QPUs, GPUs, CPUs, you name it. So I’m writing it.

Risk 107

Risk Marketing Consulting Technology 107

CIO Business Intelligence

AUGUST 17, 2023

But, as with any big new wave, there is a risk of once-promising projects being washed up and there are clear and obvious concerns over governance, quality and security. We ran workshops with every division of our business, educating them on the accelerating innovation in this area, brainstorming opportunities and risks.

Risk 86

Risk Cost-Benefit Strategy Experimentation 86

The Unofficial Google Data Science Blog

APRIL 23, 2024

To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages. Our experimentation platform supports this kind of grouped-experiments analysis, which allows us to see rough summaries of our designed experiments without much work.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

O'Reilly on Data

APRIL 19, 2021

We’ll look at this later, but being able to reproduce experimental results is critical to any science, and it’s a well-known problem in AI. When we asked respondents with mature practices what risks they checked for, 71% said “unexpected outcomes or predictions.” Risks checked for during development. Bottlenecks to AI adoption.

Enterprise 359

Enterprise Modeling Risk Manufacturing 359

CIO Business Intelligence

DECEMBER 29, 2023

Adaptability and useability of AI tools For CIOs, 2023 was the year of cautious experimentation for AI tools. While there remains a lot we don’t fully understand about AI, including its associated risks, there are many opportunities to take advantage of moving forward in business and life,” he says.

Cost-Benefit 129

Cost-Benefit Digital Transformation Consulting Strategy 129

CIO Business Intelligence

FEBRUARY 14, 2024

People aren’t going back and decluttering because there’s no cost to that — except in your risk profile and your decreased search performance,” says Buckley. As the cost of data storage has fallen, many organizations are keeping unnecessary data, or cleaning up data that’s out of date or no longer useful after a migration or reorganization.

IT 139

IT Metadata Data-driven Management 139

Depict Data Studio

OCTOBER 26, 2021

I first learned this trick using Adobe software and was pleased it works in the Office suite too, so try it in whatever design software you use frequently if you haven’t already! Does your presentation start with a shared premise and set of conditions, but is expected to branch out in unexpected or experimental ways, somewhat unevenly?

Visualization 116

Visualization Experimentation Strategy Software 116

CIO Business Intelligence

JUNE 28, 2023

As Belcorp considered the difficulties it faced, the R&D division noted it could significantly expedite time-to-market and increase productivity in its product development process if it could shorten the timeframes of the experimental and testing phases in the R&D labs. This allowed us to derive insights more easily.”

Digital Transformation 81

Digital Transformation Cost-Benefit Informatics Data mining 81

CIO Business Intelligence

JULY 31, 2023

As vendors add generative AI to their enterprise software offerings, and as employees test out the tech, CIOs must advise their colleagues on the pros and cons of gen AI’s use as well as the potential consequences of banning or limiting it. And buyers most often disagreed that generative AI will expose them to greater risks.

Strategy 92

Strategy Risk Enterprise Risk Management 92

Jedox

SEPTEMBER 11, 2019

Experimental” Technology. Is AI truly experimental technology? Just a few years ago, you had to purchase expensive hardware and software and hire a data scientist to build a model that today is most likely available “out of the box.” This is not just risk mitigation. In most cases, the answer is no.

Forecasting 59

Forecasting Experimentation Sales Unstructured Data 59

CIO Business Intelligence

FEBRUARY 8, 2024

It is important to recognize the role of software pervasiveness in the world today. While we are all keenly aware of the impact of smartphones and generative AI, we must remember that connected software also runs in our cars, televisions, thermostats, and even appliances. Challenging each other to improve and take risks.

Strategy 78

Strategy Experimentation Risk Technology 78

CIO Business Intelligence

SEPTEMBER 12, 2022

Prioritize time for experimentation. By providing your employees with psychological safety, an innovation-centric purpose, and encouragement — you can help them find the courage to risk failure in pursuit of creative ambition.” . Here, they and others share seven ways to create and nurture a culture of innovation.

Experimentation 123

Experimentation Consulting Technology Machine Learning 123

CIO Business Intelligence

OCTOBER 1, 2022

It has moved past what Cretella calls the “experimentation phase” with scaled solutions and increasingly sophisticated AI applications. Cretella also notes that the company prioritizes insourcing talent, especially in areas such as data science, cloud management, cybersecurity, software engineering, and DevOps.

Manufacturing 143

Manufacturing Digital Transformation IoT Internet of Things 143

CIO Business Intelligence

JULY 15, 2022

The need for human intervention across the environment further increased the risk of error and resultant downtime. Automation now regularly takes care of mundane and routine tasks such as patching, updates, virtual machine builds, and software installs. Automating mundane tasks.

Cost-Benefit 75

Cost-Benefit Digital Transformation Experimentation Visualization 75

IBM Big Data Hub

DECEMBER 14, 2023

Platform engineering, internal development platform – Platform engineering is at the forefront of modern software development, driving innovation and collaboration across teams. The extension of the CIO office’s dedicated data center to the IBM public cloud allowed for experimentation and growth with zero risk.

Experimentation 65

Experimentation Testing Software Management 65

CIO Business Intelligence

JUNE 27, 2022

I had a chance to ask Cramer some questions about continuous shipment, software development, building a startup, and more. Cramer: I’ve always been a builder, and software was a really natural fit for me. Would you talk a bit about the performance product and tracing software performance? How did that happen? Has that changed?

Software 93

Software Experimentation Testing Marketing 93

IBM Big Data Hub

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. Fine motor skills: It’s conceivable for AGI software to pair with robotics hardware.

Cost-Benefit 89

Cost-Benefit Modeling Manufacturing Interactive 89

Domino Data Lab

APRIL 7, 2019

To build such systems, your software must understand the vocabulary, grammar and semantics of the text’s human language. We assume that you need to build production-grade software. It needs to know how sentences are composed – so that the period in “It’s $7.25 per hour” doesn’t start a new sentence.

Deep Learning 110

Deep Learning Machine Learning Experimentation Modeling 110

FineReport

DECEMBER 11, 2019

Effective use of big data helps companies analyze critical information more accurately, ultimately improving operational efficiency, reducing costs, reducing risk, accelerating innovation, and increasing revenue. Follow FineReport Reporting Software on Facebook to know more about data visualization! By Michael Milton.

Big Data 98

Big Data Statistics Experimentation Data Strategy 98

Depict Data Studio

JULY 13, 2021

Data Teams are for answering questions in real life; experimental design and statistics are for answering scientific questions. ( If you do use math at all it’s probably only to calculate the percent difference, the percent change, and maybe a risk ratio. What Software Should Nonprofits Use? Ask us more about Data Teams!

Statistics 98

Statistics Testing Recreation/Entertainment Experimentation 98

CIO Business Intelligence

APRIL 26, 2023

“Startup” means risk. But despite the high risk/reward framework, these Victory-or-Bust ventures don’t have the market cornered on agility and innovation. More than an experimental group, they hold themselves accountable the same way any startup should. Why not both? The alternative is shuttering for good.

Technology 52

Technology Marketing Experimentation Modeling 52

Cloudera

AUGUST 2, 2018

Leading insurers are underwriting policies with lower risks. Another unique value proposition of Cloudera Data Warehouse is that it actively encourages playing with data – enabling experimentation and collaboration at unprecedented scale with a wide variety of data – something traditional data warehouses are not well suited for.

Data Warehouse 51

Data Warehouse Insurance Experimentation Software 51

AWS Big Data

MAY 2, 2023

Removal of experimental Smart Sensors. should also help you align with security standards by mitigating the risk of older versions of Python such as 3.7, He specializes in creating new solutions that are cloud native using modern software development practices like serverless, DevOps, and analytics. Apache Airflow v2.4.3

Testing 100

Testing Experimentation Management Metadata 100