O'Reilly on Data

NOVEMBER 13, 2018

Fortunately, a recent survey paper from Stanford— A Critical Review of Fair Machine Learning —simplifies these criteria and groups them into the following types of measures: Anti-classification means the omission of protected attributes and their proxies from the model or classifier. Continue reading Managing risk in machine learning.

Machine Learning 220

Machine Learning Risk Management Statistics 220

IBM Big Data Hub

APRIL 19, 2024

Asset management and technological innovation Advancements in technology underpin the need for holistic grid asset management, making the assets in the grid smarter and equipping the workforce with smart tools. Cybersecurity reduces risk exposure for cyberattacks on digitally connected assets.

Management 94

Management Internet of Things Risk IoT 94

CIO Business Intelligence

JUNE 23, 2023

It helps reduce risk, increase efficiency, optimize resources, and improve both the customer and employee experience. When asked what keeps them up at night, IT leaders noted the need to improve overall IT performance (60%), followed by data security (50%), process risk and compliance (46%), and the need to improve agility (41%).

IT 98

IT Risk Management Risk Optimization 98

Smart Data Collective

APRIL 19, 2021

But in most instances, the real risk comes from within. From conversing on personal devices (BYODs) to sending documents to the wrong recipient, or using unsecured applications for transfers, the risk for potential leaks is high. Around 66% of all data leaks are caused by employees making mistakes with digital records.

Risk 120

Risk Management Measurement Optimization 120

Smart Data Collective

MAY 4, 2023

Unfortunately, there are often many weak links in the data security infrastructure, which can increase the risks of data breaches. It seemed like data breaches were starting to decline, but Aimee O’Driscoll of Comparitech reports that trend has not persisted. These steps can help reduce the risks of data breaches.

Risk Management 77

Risk Management Key Performance Indicator Measurement Risk 77

DataRobot Blog

JUNE 27, 2022

If the assumptions are being breached due to fundamental changes in the process being modeled, the deployed system is not likely to serve its intended purpose, thereby creating further model risk that the institution must manage. These observations would have spanned a distribution, which the model leveraged to make its forecasts.

Risk 59

Risk Modeling Metrics Measurement 59

AWS Big Data

FEBRUARY 1, 2024

The following are some of the key business use cases that highlight this need: Trade reporting – Since the global financial crisis of 2007–2008, regulators have increased their demands and scrutiny on regulatory reporting. You can run a direct query from QuickSight for BI reporting and dashboards.

Data Warehouse 119

Data Warehouse Dashboards Risk Management Risk 119

CIO Business Intelligence

MAY 2, 2024

Security and risk management pros have a lot keeping them up at night. As expected with the rise of Generative AI, AI deepfakes are also on the rise, with Onfido reporting a 3,000% increase in deepfake attacks last year.

Strategy 111

Strategy Risk Management Risk Measurement 111

Smart Data Collective

JULY 16, 2023

According to a report by Dataversity , a growing number of hedge funds are utilizing data analytics to optimize their rick profiles and increase their ROI. The Imperative of Risk Mitigation A crucial element in the world of financial investments is effective hedge fund management. The market for financial analytics was worth $8.2

ROI 71

ROI Data Analytics Analytics Risk Management 71

CIO Business Intelligence

AUGUST 30, 2023

In my previous column in May, when I wrote about generative AI uses and the cybersecurity risks they could pose , CISOs noted that their organizations hadn’t deployed many (if any) generative AI-based solutions at scale. Today, it is, as they create a mysterious new risk and attack surface to defend against.

Enterprise 132

Enterprise Risk Measurement Software 132

IBM Big Data Hub

FEBRUARY 8, 2024

It refers to a set of metrics used to measure an organization’s environmental and social impact and has become increasingly important in investment decision-making over the years. In response, asset managers began to develop ESG strategies and metrics to measure the environmental and social impact of their investments.

Measurement 87

Measurement Metrics Reporting Strategy 87

CIO Business Intelligence

JANUARY 22, 2024

Remote work began as a temporary measure during the pandemic but has long been a permanent fixture in our new way of working. trillion by 2025, as cyber risk management has not kept up with digital transformation posing serious risks to organizations’ security and revenue. Respond to threats quickly.

Digital Transformation 124

Digital Transformation Risk Cost-Benefit Risk Management 124

O'Reilly on Data

MAY 18, 2020

To date, at least 1,200 reports of AI incidents have been recorded in various public and research databases. 1 And, of course, the risks of model decay are exacerbated in times of rapid change. Taken together, AI is a high-risk technology, perhaps akin today to commercial aviation or nuclear power. How Material Is the Threat?

Risk 359

Risk Modeling Data Processing Software 359

IBM Big Data Hub

APRIL 4, 2024

Lots of innovation is happening, with new technologies emerging in areas such as data and AI, payments, cybersecurity and risk management, to name a few. A third-party risk management review, where the ISV needs to describe how it is complying to required controls. Most of these new technologies are born-in-cloud.

Cost-Benefit 61

Cost-Benefit Risk Management Risk Digital Transformation 61

IBM Big Data Hub

DECEMBER 14, 2023

To combat these ever-growing risks, the concept of cyber resiliency has gained significant importance. IBM FlashSystem® has bolstered existing tasks like error detection and immutable copies with greater functionality, including error code detection, immutability sections and centralized landscape management.

Risk 86

Risk Measurement Business Objectives Optimization 86

erwin

MARCH 12, 2020

It also highlights select enterprise architecture management suite (EAMS) vendors based on size and functionality, including erwin. The report notes six primary EA competencies in which we excel in the large vendor category: modeling, strategy translation, risk management, financial management, insights and change management.

Enterprise 85

Enterprise Reporting Management ROI 85

IBM Big Data Hub

OCTOBER 9, 2023

At the beginning of 2023, according to IBM Security’s “ Threat Intelligence Index ” report, healthcare was in the top 10 most-attacked industries on the planet. The “ Cost of a Data Breach 2023” report also uncovered that, since 2020, healthcare data breach costs have increased by 53.3%.

Risk Management 86

Risk Management Risk Management Measurement 86

DataRobot

OCTOBER 5, 2021

But the technology’s ability to unleash rapid impact with great scope and unique dimensions can also increase organizational risk. For companies implementing AI systems, that risk extends beyond revenue to the reputational damage of using an algorithm that is perceived to be discriminatory or harmful to vulnerable groups.

Risk Management 95

Risk Management Testing Risk Data Science 95

Smart Data Collective

OCTOBER 26, 2023

AI poses a number of benefits and risks for modern businesses. A successful breach can result in loss of money, a tarnished brand, risk of legal action, and exposure to private information. Cybersecurity aims to stop malicious activities from happening by preventing unauthorized access and reducing risks.

Technology 91

Technology Risk Measurement IoT 91

CIO Business Intelligence

APRIL 17, 2023

As consumers embrace ecommerce, digital banking, and online payment applications, the risk of fraud and other financial crimes has increased dramatically. To counter these measures, financial institutions are taking increasingly aggressive steps to identify suspicious behaviors and transactions quickly. “One In 2021, U.S.

Digital Transformation 105

Digital Transformation Risk Management Risk Consulting 105

John Wheeler

OCTOBER 20, 2020

We continue our “20 for 20” theme this year by highlighting the integrated risk management (IRM) critical capabilities and top 20 software functions / features. These five capabilities support both integrated view of strategic, operational and technology risk as well as the related business outcomes, processes and assets.

Risk Management 52

Risk Management Risk Predictive Modeling Insurance 52

CIO Business Intelligence

JULY 6, 2023

From 1 January 2024, the provisions relating to supplier risk management will also apply to companies with more than 1,000 employees. Through an extensive risk analysis , the business partner portfolio is gradually stratified and high-risk business partners are identified for full SCDDA compliance.

Cost-Benefit 96

Cost-Benefit Risk Digital Transformation Risk Management 96

bridgei2i

APRIL 23, 2020

The banking sector globally is definitely going to see impact, some more grave than the others and most of them are announcing short to mid term measure both from a customer and business risk mitigation standpoint. Europe is in worse shape than America, with banks in UK, Italy and Germany in the risk of being in red.

Risk 52

Risk Management Scorecard Forecasting 52

Smart Data Collective

MAY 17, 2023

According to the Identity Theft Resource Center’s 2022 Data Breach Report, the number of data breaches decreased slightly in 2022 from the number reported in 2021. Reports were significantly lower in the first half of 2022, possibly due to the war in Ukraine and volatile cryptocurrency prices.

Risk 87

Risk Measurement Software Management 87

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. I discussed the complex modeling considerations of physical, transition, and alignment risks in a prior post about climate risk models. .

Risk 83

Risk Measurement Modeling Risk Management 83

IBM Big Data Hub

JUNE 29, 2023

Integrated Business Planning (IBP) addresses these challenges by providing a comprehensive framework that integrates strategic, operational and financial planning, analysis, and reporting to drive better business outcomes. Key performance indicators (KPIs) are established to measure progress and enable proactive management.

Key Performance Indicator 83

Key Performance Indicator Forecasting Data Integration Sales 83

Smart Data Collective

SEPTEMBER 28, 2021

Moreover, with the help of an AI development company , businesses can avoid unforeseen downtime, increase operational productivity, develop new services and products, and boost risk control. The following elucidates the same: l Improved Protective Measures. l Improved Risk Management. Benefits of AI and IoT in Businesses.

IoT 132

IoT Internet of Things Cost-Benefit Consulting 132

CIO Business Intelligence

APRIL 27, 2023

The past year was rough for the tech industry, with several companies reporting layoffs and the looming threat of a recession. And according to the latest 2023 Dice Tech Salary Report , you don’t need to reach for an executive career in IT to earn a six-figure salary. as of January. increase from 2021.

IT 116

IT Software Risk Management 116

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. Currency amounts reported in Taiwan dollars. Sensitivity analysis.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

CIO Business Intelligence

MAY 9, 2022

Nearly two decades since the term ESG was coined in a groundbreaking report called, Who Cares Wins , mindful and planet-affirmative investing has become both smart and mainstream. This has expanded the scope of regulatory requirements businesses need to consider and concomitantly increased their concerns regarding risk management.

Insurance 97

Insurance Risk Risk Management Enterprise 97

CIO Business Intelligence

SEPTEMBER 7, 2022

Cropin Apps, as the name suggests, comprises applications that support global farming operations management, food safety measures, supply chain and “farm to fork” visibility, predictability and risk management, farmer enablement and engagement, advance seed R&D, production management, and multigenerational seed traceability.

B2B 105

B2B Contextual Data IoT Deep Learning 105

Alation

AUGUST 17, 2022

The Risks of Early Data Governance Programs. The biggest risk was a lack of ownership. And while IT should never be the data owner for business data, research from Digital Trailblazer author and former CIO Isaac Sacolick shows that 40 percent of business leaders “just want IT to fix the data and deliver reports.”

Data Governance 92

Data Governance Risk Data-driven Measurement 92

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. Entities will also be expected to put appropriate cybersecurity protection measures in place.

Cost-Benefit 81

Cost-Benefit Testing Strategy Risk Management 81

Octopai

JULY 9, 2020

Actually, effective data lineage delivers important enhancements to BI and enables informed decision-making , as it enables data teams to tackle numerous use cases such as regulatory compliance, system upgrades & migrations, M&A (system consolidation), reporting inaccuracies, business changes etc.

Insurance 86

Insurance Risk Management Machine Learning Metadata 86

CIO Business Intelligence

JUNE 8, 2023

This demand for skilled IT workers is reflected in the rising average salaries of certain job titles as companies compete for top talent, according to data from the 2023 Dice Tech Salary Report. The demand for project managers has grown, with salaries for this role increasing by 15.6% percent since 2021, according to Dice.

IT 140

IT Digital Transformation Software Risk 140

IBM Big Data Hub

FEBRUARY 15, 2024

Heavy rain and tropical storms: Climate change alters precipitation patterns, with NASA reporting more frequent periods of excess precipitation. ” Ocean acidification: Marine life is also at risk from ocean acidification, stemming from greenhouse gas emissions and the greater concentration of carbon dioxide in the atmosphere.

Insurance 66

Insurance Risk Strategy Risk Management 66

CIO Business Intelligence

SEPTEMBER 2, 2022

The average salary for a financial software engineer is $116,670 per year, with a reported salary range of $85,000 to $177,000 per year, according to data from Glassdoor. The average salary for a full stack software engineer is $115,818 per year, with a reported salary range of $85,000 to $171,000 per year, according to data from Glassdoor.

Finance 98

Finance IT Software Reporting 98