DataRobot Blog

DECEMBER 6, 2022

With a goal to help data science teams learn about the application of AI and ML, DataRobot shares helpful, educational blogs based on work with the world’s most strategic companies. Explore these 10 popular blogs that help data scientists drive better data decisions. Taking a Multi-Tiered Approach to Model Risk Management.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

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 75

Cost-Benefit Testing Machine Learning Optimization 75

IBM Big Data Hub

MARCH 27, 2024

As businesses make plans to mitigate climate risks such as extreme weather events, they have an opportunity to innovate with new business models and demonstrate leadership by implementing more sustainable practices. What is climate risk? There are likely to be direct expenses, along with missed opportunities and lost business.

Risk 65

Risk Forecasting Insurance Strategy 65

CIO Business Intelligence

MAY 3, 2024

Firms are very concerned that without applying genAI to customer-facing apps, they are at high risk of disruption.” United Parcel Service last year turned to generative AI to help streamline its customer service operations. The in-house developed project, Message Response Automation (MeRA), is already delivering.

Testing 135

Testing Sales Enterprise Digital Transformation 135

datapine

JUNE 15, 2023

Performance reports provide the necessary knowledge for managers and employees to understand how their efforts are developing. Performance reports provide the necessary knowledge for managers and employees to understand how their efforts are developing. Table of Contents 1) What Is A Performance Report?

Reporting 207

Reporting Cost-Benefit Dashboards Sales 207

IBM Big Data Hub

DECEMBER 13, 2023

By assessing and proactively managing risks inherent in the supply chain , organizations can shield themselves from disruptions and strengthen the resilience of their operations. This enables an effective and adaptive approach to sourcing that creates value and minimizes risk. What is a procurement strategy?

Strategy 70

Strategy Cost-Benefit Key Performance Indicator Consulting 70

Smart Data Collective

JULY 16, 2023

The Imperative of Risk Mitigation A crucial element in the world of financial investments is effective hedge fund management. Optimizing hedge fund performance requires the implementation of intelligent strategies, from managing risks to maximizing returns, improving investor relations, and adapting to shifting market conditions.

ROI 71

ROI Data Analytics Analytics Risk Management 71

IBM Big Data Hub

JUNE 12, 2023

As public cloud technology and hybrid multicloud architectures are being adopted in financial institutions at an increasing rate, we’re observing that their counterparts in the public sector— central banks—are a long way behind, due at least in part to a profoundly risk-averse approach.

Strategy 92

Strategy Cost-Benefit Digital Transformation Uncertainty 92

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. 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.

Risk 95

Risk Cost-Benefit Strategy Experimentation 95

IBM Big Data Hub

JANUARY 25, 2024

” Read the “Presidio AI Framework” paper to learn how to address generative AI risks with guardrails across the expanded AI life cycle As generative AI continues to go mainstream, organizations are excited about the potential to transform processes, reduce costs and increase business value. .”

Strategy 102

Strategy Risk Cost-Benefit Business Objectives 102

IBM Big Data Hub

MARCH 4, 2024

While many organizations have implemented AI, the need to keep a competitive edge and foster business growth demands new approaches: simultaneously evolving AI strategies, showcasing their value, enhancing risk postures and adopting new engineering capabilities. This requires a holistic enterprise transformation.

Enterprise 104

Enterprise ROI Risk Strategy 104

IBM Big Data Hub

JANUARY 25, 2024

“For most of the over 6,000 languages in the world, the text data available is not enough to train a large-scale foundation model” (from “ On the Opportunities and Risks of Foundation Models ,” Bommasani et al., These issues require more than a technical, algorithmic or AI-based solution.

Modeling 89

Modeling Predictive Modeling Risk Statistics 89

IBM Big Data Hub

SEPTEMBER 6, 2023

In short, it enables the security team to adopt a more proactive security posture, which is why vulnerability management is a key component of enterprise risk management strategies today. Organizations rely on the vulnerability management process to head off these cyberthreats before they strike. Coding errors—e.g.,

Management 106

Management Metrics Risk Reporting 106

Cloudera

APRIL 19, 2023

These data and other sources represent key opportunities for data monetization. Third party opportunities One way for financial services firms to monetize their data is by selling it to third parties. Data has become an essential driver for new monetization initiatives in the financial services industry.

Data-driven 69

Data-driven Data Architecture Measurement Risk 69

IBM Big Data Hub

JANUARY 26, 2024

Vegetation management aims to mitigate these risks. In this blog, we’ll explore the importance of vegetation management, its impact on multiple industries, the challenges it presents and how technology can streamline this manual and laborious process. What caused the blackout? But what exactly does vegetation management mean?

Management 68

Management Risk Data-driven Reporting 68

IBM Big Data Hub

JANUARY 24, 2024

The online space continues to grow rapidly, opening more opportunities for cyberattacks to occur within a computer system, network, or web application. To mitigate and prepare for such risks, penetration testing is a necessary step in finding security vulnerabilities that an attacker might use. What is penetration testing?

Testing 78

Testing Risk Reporting IoT 78

IBM Big Data Hub

FEBRUARY 5, 2024

Cloud computing continues to grow in popularity, and its scalability, functionality, cost-effectiveness and other potential benefits have helped transform traditional business models and update legacy systems, creating opportunities for various organizations. a migration will be.

Management 70

Management Cost-Benefit Strategy Risk 70

Cloudera

DECEMBER 19, 2023

Earlier this month, I had the opportunity to lead a roundtable discussion at the PSN Government Innovation show ( 2023 Government Innovation Show – Federal – Public Sector Network ) in Washington, DC. Without a doubt, 2023 has shaped up to be generative AI’s breakout year. The underlying reason?

Optimization 85

Optimization Cost-Benefit Unstructured Data Risk 85

Cloudera

AUGUST 12, 2021

In my previous blog post, I shared examples of how data provides the foundation for a modern organization to understand and exceed customers’ expectations. A data-driven approach to talent management and development brings about greater transparency, reduced attrition and more effective training and enablement.

Data-driven 107

Data-driven Manufacturing Insurance Risk Management 107

IBM Big Data Hub

FEBRUARY 5, 2024

Envisioned to comprehensively address information and communications technology (ICT) risk management in financial services, DORA aims to harmonize existing regulations across EU member states.

Risk Management 72

Risk Management Risk Consulting Management 72

IBM Big Data Hub

APRIL 10, 2023

A well-designed data architecture should support business intelligence and analysis, automation, and AI—all of which can help organizations to quickly seize market opportunities, build customer value, drive major efficiencies, and respond to risks such as supply chain disruptions.

Strategy 91

Strategy Data Architecture Cost-Benefit Reporting 91

Cloudera

SEPTEMBER 22, 2022

We’ve previously highlighted opportunities to improve digital claims processing with data and AI. In this post, I’ll explore opportunities to enhance risk assessment and underwriting, especially in personal lines and small and medium-sized enterprises. Utilizing a variety of data sources creates a more accurate picture of risks.

Analytics 95

Analytics Insurance IoT Risk 95

Cloudera

MAY 24, 2022

I recently attended the CeFPro environmental, social, and corporate governance (ESG) conference in London along with a variety of risk experts and ESG leaders from large global institutions. You can imagine the challenge and opportunity for the physical footprint of banks and financial services providers globally.

Risk 83

Risk Measurement Modeling Risk Management 83

CIO Business Intelligence

APRIL 4, 2022

Supply chain security has become top-of-mind for many leaders, as incident after incident has revealed supply chain vulnerabilities that expose significant organizational risk. Security challenges like Log4j and SolarStorm have battered organizations of all sizes with risks they likely didn’t even know they had.

Risk 94

Risk Software Strategy Manufacturing 94

IBM Big Data Hub

MAY 8, 2023

In my previous post , I described the different capabilities of both discriminative and generative AI, and sketched a world of opportunities where AI changes the way that insurers and insured would interact. Technological risk—data confidentiality The chief technological risk is the matter of data confidentiality.

Insurance 71

Insurance Risk Testing Data Quality 71

IBM Big Data Hub

FEBRUARY 7, 2024

Efforts to track and reduce emissions, environmental impact and contributions to climate change are no longer rare or optional; instead, they’ve become the norm. Businesses, governments and individuals now see sustainability as a global imperative. trillion to the global economy by 2050. trillion to the global economy by 2050.

Reporting 96

Reporting Cost-Benefit Internet of Things Data-driven 96

Rocket-Powered Data Science

FEBRUARY 15, 2023

While generative AI has been around for several years , the arrival of ChatGPT (a conversational AI tool for all business occasions, built and trained from large language models) has been like a brilliant torch brought into a dark room, illuminating many previously unseen opportunities.

Strategy 289

Strategy Experimentation Uncertainty Machine Learning 289

IBM Big Data Hub

APRIL 22, 2024

To drive real change, it’s crucial for individuals, industries, organizations and governments to work together, using data and technology to uncover new opportunities that will help advance sustainability initiatives across the globe. This Earth Day, we are calling for action to conserve our scarcest resource: the planet.

IoT 83

IoT Internet of Things Cost-Benefit Reporting 83

IBM Big Data Hub

APRIL 25, 2024

We know that understanding clients’ technical issues is paramount for delivering effective support service. Enterprises demand prompt and accurate solutions to their technical issues, requiring support teams to possess deep technical knowledge and communicate action plans clearly.

IT 70

IT Interactive Snapshot Enterprise 70

Alation

AUGUST 17, 2022

The Risks of Early Data Governance Programs. The Risks of Early Data Governance Programs. The biggest risk was a lack of ownership. Too often, organizations don’t educate their users about data governance, security, and business risk,” claims analyst Jack Gold. It’s not just an IT problem.

Data Governance 92

Data Governance Risk Data-driven Measurement 92

DataKitchen

FEBRUARY 21, 2023

We surveyed 600 data engineers , including 100 managers, to understand how they are faring and feeling about the work that they are doing. Release New Data Engineering Work Often With Low Risk: “Testing and release processes are heavily manual tasks… automate these processes.” Let’s look at the article’s key recommendations.

Data-driven 130

Data-driven Testing Risk Cost-Benefit 130

CIO Business Intelligence

DECEMBER 13, 2023

Generative AI uses: Natural language text , including customer reviews, support tickets, emails, and other documents, to create chatbots that generate automated responses, summarize large volumes of text, customize and personalize content, and assess risks associated with different contractual arrangements. What’s different now?

Unstructured Data 97

Unstructured Data IoT Metadata Modeling 97

IBM Big Data Hub

OCTOBER 25, 2023

Here’s how CTOs and CIOs can evaluate their technology and data estates, assess the opportunity and chart a path forward. Next, leaders need to understand the business value generative AI can bring to modernization to understand where they should invest. From our perspective, the debate over architecture is over.

Cost-Benefit 88

Cost-Benefit ROI Modeling Testing 88

IBM Big Data Hub

SEPTEMBER 6, 2023

When the market changes or a new opportunity comes up, businesses need the flexibility to adjust their financial plans quickly. When the market changes or a new opportunity comes up, businesses need the flexibility to adjust their financial plans quickly. By the time the budget is finalized and approved, it might already be outdated.

Forecasting 88

Forecasting Marketing Risk Sales 88

IBM Big Data Hub

FEBRUARY 22, 2024

With our long history of working with clients across the globe—and especially in highly regulated industries—we understand the unique requirements enterprises are facing and are prepared to help them address their emerging regulatory demands. We believe this is particularly important with the rise of generative AI.

Enterprise 78

Enterprise Risk Data Processing Business Driver 78

IBM Big Data Hub

OCTOBER 3, 2023

Each football season, millions of articles, blog posts, podcasts and videos are produced by the media, offering expert analysis on everything from player performance to injury reports. But numbers only tell half the story. For the past seven years, ESPN has worked closely with IBM to help tell the whole tale. Not anymore.

Modeling 94

Modeling Statistics Consulting Unstructured Data 94

IBM Big Data Hub

JANUARY 15, 2024

The differences between generative AI and traditional AI To understand the unique challenges that are posed by generative AI compared to traditional AI, it helps to understand their fundamental differences. Two critical elements driving this digital transformation are data and artificial intelligence (AI).

Machine Learning 68

Machine Learning Digital Transformation Modeling Data Collection 68