DataRobot Blog

MAY 26, 2022

In this post, we will dive deeper into how members from both the first and second line of defense within a financial institution can adapt their model validation strategies in the context of modern ML methods. This may be accomplished through a wide variety of tests, to develop a deeper introspection into how the model behaves.

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Risk Modeling Metrics Business Objectives 52

CIO Business Intelligence

JANUARY 11, 2024

CIOs are under increasing pressure to deliver AI across their enterprises – a new reality that, despite the hype, requires pragmatic approaches to testing, deploying, and managing the technologies responsibly to help their organizations work faster and smarter. The top brass is paying close attention. Artificial Intelligence

Enterprise 128

Enterprise Uncertainty Risk Management Reporting 128

IBM Big Data Hub

FEBRUARY 1, 2024

To help prepare, many organizations are testing their incident response (IR) plans and teams with cyber range simulations. million in data breach costs compared to organizations without an IR team or IR plan testing. Cybersecurity awareness and training Many companies struggle to understand their cyber risk.

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Testing Data Processing Risk Consulting 92

IBM Big Data Hub

FEBRUARY 6, 2024

Organizations that neglect to develop reliable cyber and disaster recovery strategies expose themselves to a broad range of threats that can have devastating consequences. A strong cyber recovery strategy includes a detailed plan that outlines how an organization will respond to a disruptive cyber incident. But what about cyberattacks?

Cost-Benefit 96

Cost-Benefit Testing Risk Strategy 96

Smart Data Collective

OCTOBER 8, 2023

Luckily, this approach is beginning to change, primarily thanks to industry behemoths like Sonatype , who do everything they can to make software development companies aware of the risks associated with software supply chains. And today, we’ll talk about the most significant of these risks. However, they also pose a considerable risk.

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Software IoT Risk Internet of Things 106

IBM Big Data Hub

AUGUST 18, 2023

The Digital Operational Resilience Act , or DORA, is a European Union (EU) regulation that created a binding, comprehensive information and communication technology (ICT) risk-management framework for the EU financial sector. It offers more control and flexibility for comprehensive testing and validation.

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Cost-Benefit Testing Strategy Risk Management 79

Smart Data Collective

SEPTEMBER 13, 2023

Hosting Your Own Website and Network Businesses that want to enjoy full control over their IT infrastructure opt for setting up everything in-house. The main benefit of hosting your own website and managing your own network can provide immense control and flexibility over your digital content and infrastructure.

IT 99

IT Cost-Benefit Data Processing Software 99

CIO Business Intelligence

NOVEMBER 29, 2023

Minimize lock-in risks You need to carefully weigh the tradeoffs when it comes to leveraging each vendor’s cloud-native services. “If Financial services company USAA carefully chose which of its four cloud service providers host each of its workloads and regular business applications. “We

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Recreation/Entertainment Testing Strategy Risk 124

CIO Business Intelligence

OCTOBER 18, 2023

The context tests us and it’s necessary to reinvent ourselves every day.” So since the brand began this journey, the main objective has been to execute a corporate strategy by betting on the possibilities that technology provides in combination with people and data.

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Digital Transformation Insurance Interactive Sales 128

datapine

MAY 2, 2023

Your Chance: Want to test a professional logistics analytics software? This isn’t just valuable for the customer – it allows logistics companies to see patterns at play that can be used to optimize their delivery strategies. Your Chance: Want to test a professional logistics analytics software? million miles.

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275

CIO Business Intelligence

DECEMBER 16, 2022

There were also a host of other non-certified technical skills attracting pay premiums of 17% or more, way above those offered for certifications, and many of them centered on management, methodologies and processes or broad technology categories rather than on particular tools.

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Testing Metadata Data Processing Machine Learning 98

CIO Business Intelligence

SEPTEMBER 22, 2022

Two years on since the start of the pandemic, stress levels of tech and security executives are still elevated as global skills shortages, budget limitations and an ever faster and expanding security threat landscape test resilience. “In I realised this when I failed one of our internal phishing simulation tests,” she says. “I

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Management Uncertainty Testing Data Processing 124

Laminar Security

JUNE 8, 2023

This widespread cloud transformation set the stage for great innovation and growth, but it has also significantly increased the associated risks and complexity of data security, especially the protection of sensitive data. If a business operates in the cloud, especially the public cloud, it will be subject to cloud data security risk.

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Statistics Risk Reporting Unstructured Data 82

IBM Big Data Hub

OCTOBER 25, 2023

Look for relatively discrete and low-risk opportunities to explore proof-of-concept implementations. Start small, test and scale. Fit-for-purpose foundation models also enable organizations to automate and accelerate modernization by generating code snippets and application components , along with automating application testing.

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Cost-Benefit ROI Modeling Testing 89

CIO Business Intelligence

JUNE 22, 2022

Unfortunately, many organizations find themselves susceptible to the tactics used by consultants to manage their risk and optimize a commercial arrangement to their benefit. For example, the consultant will seek to test the strength of their relationship with executive leadership against the strength of the program leadership team.

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Consulting Uncertainty Cost-Benefit Risk 128

O'Reilly on Data

DECEMBER 12, 2019

1] This includes C-suite executives, front-line data scientists, and risk, legal, and compliance personnel. These recommendations are based on our experience, both as a data scientist and as a lawyer, focused on managing the risks of deploying ML. 6] Debugging may focus on a variety of failure modes (i.e., Sensitivity analysis.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

IBM Big Data Hub

APRIL 22, 2024

Modularity : Deployable architecture follows a modular design pattern, where different components or services are isolated and can be developed, tested and deployed independently. This allows for easier management and reduces the risk of dependencies causing deployment issues.

Manufacturing 68

Manufacturing Data Processing Finance Software 68

Data Science 101

AUGUST 31, 2023

We have a “pluggable” backend DB architecture, so we will be able to support other DBs as we launch support for self-hosted and VPC deployments. It’s more about working with the whole team on different efforts – development, sales, marketing, and strategy. Cut the ones that don’t stand the test of time. Everything?

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Testing Marketing Software Data Processing 116

CIO Business Intelligence

MARCH 20, 2024

Password strategies. Testing vendor solutions. Risk considered in vendor contracts. Here we can look at monday.com, Asana, Trello, Hive, Zoho, and a host of others. Moreover, new sources of ever expanding data produced by generative AI and the unfettered growth of unstructured data introduce even more challenges.

IoT 64

IoT Unstructured Data Insurance Data Processing 64

Smart Data Collective

OCTOBER 26, 2023

AI poses a number of benefits and risks for modern businesses. One poll found that 56% of companies use AI to enhance their cybersecurity strategies. A successful breach can result in loss of money, a tarnished brand, risk of legal action, and exposure to private information.

Technology 91

Technology Risk Measurement IoT 91

CIO Business Intelligence

MARCH 13, 2024

We did side-by-side testing,” he says. In testing, gen AI was also particularly good at generating test cases and creating dummy data for testing. We got 600 people together to test gen AI in a sandbox to try different use cases in 54 different categories.” It’s not about reducing headcount, he adds.

IT 128

IT Consulting Testing Cost-Benefit 128

IBM Big Data Hub

FEBRUARY 8, 2024

However, it wasn’t until the 1990s that ESG considerations started to appear in mainstream investment strategies. 1 Slowly but surely, institutional investors started to recognize that companies could potentially improve financial performance and risk management by focusing on ESG issues like greenhouse gas emissions.

Measurement 85

Measurement Metrics Reporting Strategy 85

IBM Big Data Hub

APRIL 18, 2024

According to Andreessen Horowitz (link resides outside IBM.com ) , in 2023, the average spend on foundation model application programming interfaces (APIs), self-hosting and fine-tuning models across surveyed companies reached USD 7 million. AGI wouldn’t just perceive its surroundings; it would understand them.

Cost-Benefit 95

Cost-Benefit Modeling Manufacturing Interactive 95

Smart Data Collective

SEPTEMBER 13, 2022

” Software as a service (SaaS) is a software licensing and delivery paradigm in which software is licensed on a subscription basis and is hosted centrally. It gives the customer entire shopping cart software and hosting infrastructure, allowing enterprises to launch an online shop in a snap. Everything you need is in one place.

Cost-Benefit 102

Cost-Benefit Data Processing Software Data-driven 102

O'Reilly on Data

APRIL 22, 2020

These strategies contribute to perceptions of trust. There aren’t simple standards and tests for ethical behavior, nor are you as likely to be called into court for acting unethically. These purpose-led strategies boost employee performance and retention , drive deep customer loyalty , and carve legacies. Compliance and ethics.

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Cost-Benefit Finance Strategy Data-driven 249

CIO Business Intelligence

NOVEMBER 1, 2023

You might think we should take the chance for full greenfield, but we don’t want to risk implementing too much unproven technology. So there will be some legacy in combination with new solutions that have been tested in other factories first.” It’s only things like the mainframe environment that aren’t there.

Software 130

Software Testing Digital Transformation Management 130

datapine

MARCH 8, 2021

Your Chance: Want to test a healthcare reporting software for free? Simon, MD, MPH, a senior investigator at Kaiser Permanente, said: “We demonstrated that we can use electronic health record data in combination with other tools to accurately identify people at high risk for suicide attempt or suicide death.”. Staffing strategy.

Reporting 198

Reporting KPI Management Cost-Benefit 198

CIO Business Intelligence

MARCH 24, 2022

But it is safe to say that Sonnenstein understands something about investment risk and when it’s time to double down on a strong hand. The second is to host mobile applications, containers, and artificial intelligence (AI) applications — what Sonnenstein calls “acting as a full-fledged member of the modern universe.”. M&T Bank.

Strategy 144

Strategy Marketing Testing Software 144

CDW Research Hub

AUGUST 14, 2020

Maximize holiday results, reduce risk and lower everyone’s stress levels by involving your technical team and other key business stakeholders and partners within your overall digital ecosystem early on in your holiday planning. What about external penetration testing for potential threats and vulnerabilities?

Testing 52

Testing Optimization Strategy Statistics 52

datapine

APRIL 14, 2022

And while a mere 22% of marketers state that they have a data-driven marketing strategy that is achieving significant results – by leveraging the right insights in the right way, success is inevitable. Doritos and Mountain Dew have both used this strategy with varying levels of success. 4) Consumers Are Deciding The Overall Menu.

Big Data 244

Big Data Recreation/Entertainment Analytics Data-driven 244

CDW Research Hub

JULY 29, 2020

Cloud-hosted IAM versus SaaS-based IAM. Cloud IAM includes both cloud-hosted and Software as a Service (SaaS) solutions, sometimes referred to as Identity as Service (IDaaS). Cloud-hosted IAM has some similarities to on-premises solutions, with each customer having their own software instance and database.

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Data Processing Cost-Benefit Software Consulting 56

CDW Research Hub

AUGUST 19, 2019

This will help you maximize holiday results, reduce risk, and lower everyone’s stress levels. Business strategy. This requires coordination across multiple teams to get all of these applied and tested within the various environments, so don’t leave it to the last minute. based on analytics team advisement.

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Testing Optimization Data Processing Strategy 49

Rita Sallam

APRIL 2, 2023

Are there mitigation strategies that show reasons for optimism? Are there mitigation strategies that can be implemented successfully that could provide policy guidance and reasons for optimism in the face of ever increasing frequency of extreme weather events? million people at risk of catastrophic, flooding.

Optimization 52

Optimization Machine Learning Insurance Risk 52

CIO Business Intelligence

OCTOBER 13, 2022

Here are a few strategies that CIOs have employed to churn out the maximum returns from their technology endeavours. Hosting the entire infrastructure on-premise will turn out to be exorbitant,” he says. This is followed by an end-to-end testing upgrading from component,” Kumar says. “If Align projects with business goals.

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ROI IT Sales Consulting 132

CIO Business Intelligence

JANUARY 23, 2023

The company has been a supporter of OpenAI’s quest to build an artificial general intelligence since its early days, beginning with its hosting of OpenAI experiments on specialized Azure servers in 2016. That app, Microsoft Designer , is currently in closed beta test. Put a human in the loop,” she advised.

Enterprise 131

Enterprise Deep Learning Recreation/Entertainment Interactive 131

datapine

SEPTEMBER 29, 2022

There are a lot of strategies that you can use to improve the quality of your information. With quality data at their disposal, organizations can form data warehouses for the purposes of examining trends and establishing future-facing strategies. Your Chance: Want to test a professional analytics software?

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Data Quality Metrics Data-driven Management 241

datapine

MAY 9, 2019

By gaining the ability to understand which datasets are relevant to particular goals, strategies, and initiatives in your organization, you’ll be able to identify trends or patterns that will help you make significant improvements in a number of key areas within the organization. They prevent you from drowning in data.

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Business Intelligence Dashboards Data Warehouse Sales 270