DataRobot Blog

MARCH 16, 2023

We are offering customers rapid experimentation and value identification, with both code-first and no-code approaches. Today, we celebrate the data leaders from customers including BMW Group, Polaris and Inchcape who share how they put Value-Driven AI to work during our virtual event, From Vision to Value: Creating Impact with AI.

Experimentation 52

Experimentation Data-driven Measurement Enterprise 52

CIO Business Intelligence

JULY 6, 2022

Our strategy is essentially to leverage the public cloud’s economies of scale, to drive business value, to lower risk, to increase resiliency, and really to ensure our infrastructure is evergreen. This includes scaling during market events, avoiding missing windows, avoiding missing service-level agreements.

Experimentation 98

Experimentation Testing Strategy Risk 98

CIO Business Intelligence

NOVEMBER 13, 2023

Digital transformation is not a one-time event but a continuous process. Foster a culture of innovation: Digital transformation requires innovation and experimentation, and thus a culture for embracing new technologies and ideas.

Digital Transformation 143

Digital Transformation Cost-Benefit Experimentation Measurement 143

Cloudera

OCTOBER 18, 2023

In the ever-evolving landscape of the financial services Industry, change is a constant and transformation is a requirement — to stay at pace with new regulations, risk mitigation, and the technological developments that support transformation.

Cost-Benefit 80

Cost-Benefit Testing Machine Learning Optimization 80

CIO Business Intelligence

FEBRUARY 21, 2024

But we also have teams responsible for data analytics, and teams of audio-visual experts to ensure our concert halls and event centers can support a range of activities. We now use AI to help faculty understand some of those risk factors,” says Fozard. “We do the typical things like helpdesk and payroll,” says Fozard.

Recreation/Entertainment 135

Recreation/Entertainment Experimentation Modeling Data-driven 135

O'Reilly on Data

APRIL 19, 2021

That’s a respectable number by itself, but we have to ask: Will AI play a role in rebuilding our frail and outdated energy infrastructure, as events of the last few years—not just the Texas freeze or the California fires—have demonstrated? Risks checked for during development. Bottlenecks to AI adoption. Maturity by Continent.

Enterprise 356

Enterprise Modeling Risk Manufacturing 356

CIO Business Intelligence

OCTOBER 18, 2023

If anything, 2023 has proved to be a year of reckoning for businesses, and IT leaders in particular, as they attempt to come to grips with the disruptive potential of this technology — just as debates over the best path forward for AI have accelerated and regulatory uncertainty has cast a longer shadow over its outlook in the wake of these events.

Risk 141

Risk Manufacturing Enterprise Technology 141

DataRobot Blog

JANUARY 17, 2023

Not actually being a machine learning problem: Value-at-Risk modeling is the classic example here—VaR isn’t a prediction of anything, it’s a statistical summation of simulation results. As discussed, we massively accelerate that process of experimentation. This is known in academia as the “cold start problem.”

Machine Learning 87

Machine Learning Marketing Experimentation Modeling 87

IBM Big Data Hub

DECEMBER 14, 2023

The extension of the CIO office’s dedicated data center to the IBM public cloud allowed for experimentation and growth with zero risk. The platform supports a global footprint for disaster recovery (DR), leveraging Red Hat OpenShift. Have you utilized a service to assess your account’s security posture?

Experimentation 66

Experimentation Testing Software Management 66

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 133

Experimentation Consulting Technology Machine Learning 133

CIO Business Intelligence

MAY 16, 2023

It surpasses blockchain and metaverse projects, which are viewed as experimental or in the pilot stage, especially by established enterprises. Information governance enables enterprises to achieve strategic goals, mitigate risk, and reduce costs. Conversations suggest that AI is already transforming most major industries.

Advertising 104

Advertising Recreation/Entertainment Experimentation Enterprise 104

CIO Business Intelligence

JUNE 12, 2023

There are events and everyone has something to do with AI. Of course, he says, it’s interesting to try something experimental, but investing requires greater commitment to the business case. This also creates the risk of building a digital legacy with solutions that work on their own, but can’t be connected well together,” he says.

Sales 52

Sales Machine Learning Experimentation Deep Learning 52

CIO Business Intelligence

MAY 10, 2023

To outpace these events, CIOs need to leverage resilience capabilities as a competitive advantage. Taking risks with emerging, cutting-edge technologies is another approach of many digital businesses. According to Sundararajan, businesses should not be led by the most current technologies to embrace transformation.

Enterprise 52

Enterprise Digital Transformation Internet of Things B2B 52

Ontotext

APRIL 3, 2024

Nimit Mehta: I think that 2024 is going to be a buckle-down year, but, at the same time, we’ll see a rapid explosion of experimentation. Nimit Mehta : You are talking about the three big ones: cost, revenue, and risk. And, when you get to the top, it’s about risks and existential threats to the business. It’s open.

Technology 59

Technology Risk Digital Transformation Measurement 59

The Unofficial Google Data Science Blog

JANUARY 14, 2016

Unlike experimentation in some other areas, LSOS experiments present a surprising challenge to statisticians — even though we operate in the realm of “big data”, the statistical uncertainty in our experiments can be substantial. We must therefore maintain statistical rigor in quantifying experimental uncertainty.

Experimentation 41

Experimentation Statistics Metrics Measurement 41

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. AGI wouldn’t just perceive its surroundings; it would understand them.

Cost-Benefit 90

Cost-Benefit Modeling Manufacturing Interactive 90

FineReport

DECEMBER 11, 2019

Pay attention to the profound influence of social media on consumer behavior; present new consumer behavior characteristics in the new network environment; analyze new hotspot marketing and consumption events. – Understanding Business. By William G Nickels, James McHugh, Susan McHugh. By Michael Milton.

Big Data 98

Big Data Statistics Experimentation Data Strategy 98

Corinium

APRIL 25, 2019

Ahead of the Chief Data Analytics Officers & Influencers, Insurance event we caught up with Dominic Sartorio, Senior Vice President for Products & Development, Protegrity to discuss how the industry is evolving. Life insurance needs accurate data on consumer health, age and other metrics of risk. Now, there is a data risk here.

Insurance 150

Insurance Risk IoT Cost-Benefit 150

DataRobot Blog

MARCH 16, 2023

Why model-driven AI falls short of delivering value Teams that just focus model performance using model-centric and data-centric ML risk missing the big picture business context. New Snowflake integrations and the SAP joint solution have tightened the data to experimentation to deployment loop. blog series and deep dive into the new 9.0

Experimentation 98

Experimentation Data-driven Modeling Metadata 98

CIO Business Intelligence

JUNE 6, 2023

The CIO can also maximize the audience by inviting the company’s technology and business leaders to attend events that align with their interests and business needs. CIOs should have plans for the upsides and also develop risk mitigation strategies. We think weeks; they think months,” says Mathieu of the startup mentality.

Key Performance Indicator 105

Key Performance Indicator Cost-Benefit Enterprise Experimentation 105

CIO Business Intelligence

FEBRUARY 3, 2023

Starting with the website, we needed to build new content and elevate existing content to reflect the event, which included a number of new web pages being built. Cybersecurity threats require business language lift This heightened business demand, along with the Royal moniker, does, however, come with risks.

IT 52

IT Experimentation Scorecard Digital Transformation 52

O'Reilly on Data

MARCH 23, 2023

What is it, how does it work, what can it do, and what are the risks of using it? Current events The training data for ChatGPT and GPT-4 ends in September 2021. It can’t answer questions about more recent events. What Are the Risks? Copyright violation is another risk. If asked, it will often fabricate an answer.

IT 261

IT Modeling Testing Risk 261

CIO Business Intelligence

OCTOBER 26, 2022

Speaking at industry events, connecting with colleagues, and writing articles and white papers are just a few of the ways CIOs can build their brand. They need to become more creative in their delegation of responsibilities so that more time can be devoted to pushing experimentation,” Mains advises.

IT 141

IT Consulting Experimentation Digital Transformation 141

CIO Business Intelligence

JULY 7, 2023

As more individuals use browser-based apps to get their work done, IT leaders need to provide seamless access to corporate apps and tools while minimizing security risks. Finding the right use cases for AI while minimizing risk to the business requires collaboration between IT and the workforce. Caution is king, however.

Measurement 122

Measurement Experimentation Risk Enterprise 122

Domino Data Lab

FEBRUARY 4, 2019

Spoiler alert: a research field called curiosity-driven learning is emerging at the nexis of experimental cognitive psychology and industry use cases for machine learning, particularly in gaming AI. Hotel staff had to nudge people out of the hall, long after that event was supposed to close.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

AWS Big Data

JULY 3, 2023

This helps traders determine the potential profitability of a strategy and identify any risks associated with it, enabling them to optimize it for better performance. Buy Experimentation findings The following table shows Sharpe Ratios for various holding periods and two different trade entry points: announcement and effective dates.

Snapshot 84

Snapshot Data Lake Testing Strategy 84

The Unofficial Google Data Science Blog

JUNE 30, 2016

In an ideal world, experimentation through randomization of the treatment assignment allows the identification and consistent estimation of causal effects. Identifiability of $E(Y_1|T=1)$ is simple: $E(Y_1|T=1) = E(Y|T=1)$ because $Y=Y_1$ in the event $T=1$. This is often referred to as the positivity assumption.

Statistics 44

Statistics Optimization Modeling Experimentation 44

IBM Big Data Hub

JANUARY 17, 2023

Due to the convergence of events in the data analytics and AI landscape, many organizations are at an inflection point. AI is no longer experimental. Adoption is imperative to beat the competition, release innovative products and services, better meet customer expectations, reduce risk and fraud, and drive profitability.

Data-driven 56

Data-driven Enterprise Data Governance Prescriptive Analytics 56

CIO Business Intelligence

DECEMBER 6, 2023

They list several scenarios to avoid — political campaigns and highly sensitive events where use or misuse could be consequential to life opportunities or legal status — and others to be cautious about, such as high stakes areas in healthcare, education, finance and legal.

IT 133

IT Risk Management Interactive Modeling 133

Domino Data Lab

MAY 8, 2019

Several technology conferences all occurred within four fun-filled weeks: Strata SF , Google Next , CMU Summit on US-China Innovation, AI NY , and Strata UK , plus some other events. That’s a risk in case, say, legislators – who don’t understand the nuances of machine learning – attempt to define a single meaning of the word interpret.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

O'Reilly on Data

DECEMBER 9, 2019

Modern statisticians, such as Fisher and Neyman, claim that probability is a naturally occuring attribute of an event or phenomenon. The probability of an event should be measured empirically by repeating similar experiments ad nauseam —either in reality or hypothetically. or systematic risk exposure to the overall market.

Statistics 27

Statistics Uncertainty Risk Marketing 27

Domino Data Lab

JULY 2, 2019

One clear lesson of the early 21st century: strategies at scale that rely on centralization are generally risks (John Robb explores that in detail in Brave New War which I’ve just been reading – good stuff). Upcoming events. Data-related events to mark on your calendars: spaCy IRL , Jul 5-6, Berlin.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

The Unofficial Google Data Science Blog

MAY 31, 2016

How can we connect an event of purchase to the event of perceiving the ad if the purchase does not happen immediately? A geo experiment is an experiment where the experimental units are defined by geographic regions. The expected precision of our inferences can be computed by simulating possible experimental outcomes.

Advertising 42

Advertising Testing Sales Statistics 42

Occam's Razor

JANUARY 9, 2012

I've discovered that if we can just get them to imagine a better existence, undertake serious risks, experiment with new better ideas, and spend money executing them… they will ask for more robust measurement! AND you can control for risk! You can literally control for risk should everything blow up in your face.

Marketing 140

Marketing B2B Measurement Risk 140

DataRobot Blog

MARCH 7, 2023

DataRobot on Azure accelerates the machine learning lifecycle with advanced capabilities for rapid experimentation across new data sources and multiple problem types. DATAROBOT LAUNCH EVENT From Vision to Value. The DataRobot AI Platform is the next generation of AI. For more information, visit [link].

Data-driven 59

Data-driven Machine Learning Experimentation Data Lake 59

CIO Business Intelligence

JULY 6, 2023

What do you do to foster a culture of innovation and experimentation in your employees? We also conduct multiple events through our leadership event platform, Infocom, which is now in its 22 nd year. Only experimentation can help to improve this index. This is what makes the job most interesting. This is an evolving area.

Digital Transformation 98

Digital Transformation Experimentation Recreation/Entertainment Technology 98

O'Reilly on Data

SEPTEMBER 11, 2019

Believe it or not, “data warehouse” had rallied at recent Strata events: it was No. It’s down 137 places from 2017, but, paradoxically, up six places relative to 2016. Similarly, “data warehouse” fell 211 places to No. 434 at Strata 2018 and No. 561 at Strata 2016. 719, trailing "data warehouse."

IoT 20

IoT Big Data Data Warehouse Uncertainty 20