O'Reilly on Data

OCTOBER 18, 2022

The government of the Netherlands resigned in 2021 after an algorithmic system wrongly accused 20,000 families–disproportionately minorities–of tax fraud. When we use AI in security applications, the risks become even more direct. applies external authoritative standards from laws, regulations, and AI risk management frameworks.

Risk Management 287

Risk Management Risk Testing Measurement 287

O'Reilly on Data

JANUARY 25, 2021

Observability” risks becoming the new name for monitoring. Healthy growth in artificial intelligence has continued: machine learning is up 14%, while AI is up 64%; data science is up 16%, and statistics is up 47%. And that’s unfortunate. Complex systems running in the cloud will need true observability to be manageable.

Machine Learning 362

Machine Learning Software Testing Technology 362

CIO Business Intelligence

APRIL 27, 2023

increase from 2021. Average salary: US$164,814 Increase since 2021: 8.4% Average salary : US$155,934 Increase from 2021 : n/a 3. Average salary : US$153,354 Increase from 2021 : n/a 4. Average salary: US$151,364 Increase from 2021 : 2.3% Average salary: US$145,512 Increase from 2021: 7.7%

IT 112

IT Software Risk Management 112

Jet Global

APRIL 5, 2021

Risk management. This is achieved through thorough risk management strategies that are continually reviewed. Some people consider LBOs to be an incredibly aggressive and risky move, but with great risk comes great reward. . Best Financial Modeling Tools in 2021. Raising capital in the form of debt or equity.

Modeling 98

Modeling Forecasting Metrics Finance 98

AWS Big Data

NOVEMBER 17, 2023

Starting today, the Athena SQL engine uses a cost-based optimizer (CBO), a new feature that uses table and column statistics stored in the AWS Glue Data Catalog as part of the table’s metadata. By using these statistics, CBO improves query run plans and boosts the performance of queries run in Athena.

Optimization 114

Optimization Statistics Metadata Data Lake 114

CIO Business Intelligence

OCTOBER 18, 2023

The procedure, often called kidney dialysis, cleansing a patient’s blood, substituting for the function of the kidneys, and is not without risk, however. Hemodialysis is a life-saving treatment for those suffering from kidney failure. About 10% of hemodialysis treatments result in intradialytic hypotension (IDH) — low blood pressure.

Predictive Analytics 132

Predictive Analytics Analytics Machine Learning Digital Transformation 132

IBM Big Data Hub

JANUARY 25, 2024

A recent report shows a significant increase in the cost of manufacturing downtime from 2021 to 2022, with Fortune Global 500 companies now losing 11% of their yearly turnover which amounts to nearly USD 1.5 Consider these questions: Do you have a platform that combines statistical analyses, prescriptive analytics and optimization algorithms?

Optimization 76

Optimization Cost-Benefit Prescriptive Analytics Manufacturing 76

Smart Data Collective

JULY 16, 2023

billion in 2021 and is expected to be worth over $19 billion in 2030. The Imperative of Risk Mitigation A crucial element in the world of financial investments is effective hedge fund management. The Imperative of Risk Mitigation A crucial element in the world of financial investments is effective hedge fund management.

ROI 71

ROI Data Analytics Analytics Risk Management 71

CIO Business Intelligence

AUGUST 14, 2023

Up until 2021, it often fell short – and for good reason. The objectives were lofty: integrated, scalable, and replicable enterprise management; streamlined business processes; and visualized risk control, among other aims, all fully integrating finance, logistics, production, and sales.

Key Performance Indicator 94

Key Performance Indicator Sales Manufacturing KPI 94

O'Reilly on Data

MARCH 18, 2020

Whether it’s controlling for common risk factors—bias in model development, missing or poorly conditioned data, the tendency of models to degrade in production—or instantiating formal processes to promote data governance, adopters will have their work cut out for them as they work to establish reliable AI production lines. It ranks high (No.

Enterprise 307

Enterprise Deep Learning Data Governance Risk 307

CIO Business Intelligence

FEBRUARY 23, 2023

Further, CEOs’ top priorities for IT in 2023 are: Strengthening IT and business collaboration Upgrading IT and data security to reduce corporate risk Improving the customer experience IT leaders do not have to compromise. According to Foundry , the need for improvements in cybersecurity was cited as the No.

Cost-Benefit 94

Cost-Benefit Interactive Statistics Reporting 94

Andrew White

JANUARY 11, 2021

It was titled, The Gartner 2021 Leadership Vision for Data & Analytics Leaders. It is meant to be a desk-reference for that role for 2021. The fill report is here: Leadership Vision for 2021: Data and Analytics. Some data is more a risk than valuable. Risk Management (most likely within context of governance).

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

datapine

JANUARY 24, 2021

You’ll want to be mindful of the level of measurement for your different variables, as this will affect the statistical techniques you will be able to apply in your analysis. There are basically 4 types of scales: *Statistics Level Measurement Table*. 5) Which statistical analysis techniques do you want to apply?

IT 317

IT Statistics KPI Data-driven 317

IBM Big Data Hub

APRIL 6, 2023

Organizations sourcing, screening, interviewing, hiring or promoting individuals in New York City are required to conduct yearly bias audits on automated employment decision-making tools as per New York City Local Law 144 , which was enacted in December 2021. A holistic approach to AI governance can help.

Cost-Benefit 56

Cost-Benefit Risk Statistics Machine Learning 56

DataRobot Blog

SEPTEMBER 1, 2022

Imagine yourself as a pilot operating aircraft through a thunderstorm; you have all the dashboards and automated systems that inform you about any risks. New DataRobot Large Scale Monitoring allows you to access aggregated prediction statistics. You use this information to make decisions to navigate and land safely. Request a Demo.

Metrics 145

Metrics Statistics Modeling Data Science 145

CIO Business Intelligence

AUGUST 30, 2022

Despite an evolving internet penetration rate of 47% in 2020, according to Internet World statistics, the social use of ICTs remains the main cause of digital illiteracy in Africa. But we need to rely on the CISO to take into account risk mapping,” he says. “We

Digital Transformation 98

Digital Transformation Strategy Statistics Consulting 98

datapine

MARCH 31, 2022

billion by the end of 2021. According to the US Bureau of Labor Statistics, demand for qualified business intelligence analysts and managers is expected to soar to 14% by 2026, with the overall need for data professionals to climb to 28% by the same year. The BI industry is expected to soar to a value of $26.50 BI engineer.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

Smart Data Collective

NOVEMBER 3, 2021

Growing trust in online and mobile banking due to meeting customers’ resource-saving expectations was the driving force behind digital lending growth in 2020-2021. It refers to underwriting, customer onboarding, document management, analysis, and statistics. They have found that AI has truly changed the lending process.

Software 120

Software Data-driven Interactive Insurance 120

Cloudera

DECEMBER 20, 2021

Judges were looking at how organizations tackled modeling & reduced business risk, prevented fraud, met regulatory compliance, established fully governed data marketplaces, and more. . Telkomsel also uses sales and transactions statistics to understand the market trends and popularity of their many services. .

Metadata 89

Metadata Data-driven Cost-Benefit Digital Transformation 89

Smart Data Collective

NOVEMBER 4, 2021

Cyberattacks have been named one of five top-rated risks in 2020, according to Global Risks Report for both private individuals and businesses. In 2021 the tendency is not expected to slow down as in IoT sector alone cyberattacks are projected to double in the next five years. Lots of businesses have already moved to the cloud.

Strategy 118

Strategy Snapshot Risk IoT 118

DataRobot Blog

MAY 23, 2022

AI-enabled staffing can also improve efficiency by predicting periods where activity will be low and allow CBP to reduce staffing to minimal levels without impacting risk. Department of Transportation (USDOT) Bureau of Transportation Statistics (BTS) provide publicly-available monthly summary statistics for both the U.S.-Canada

Forecasting 59

Forecasting Statistics Machine Learning Modeling 59

CIO Business Intelligence

AUGUST 24, 2023

Gen AI has the potential to magnify existing risks around data privacy laws that govern how sensitive data is collected, used, shared, and stored. We’re getting bombarded with questions and inquiries from clients and potential clients about the risks of AI.” The risk is too high.” Not without warning signs, however.

Uncertainty 97

Uncertainty Risk Testing Enterprise 97

IBM Big Data Hub

NOVEMBER 28, 2022

The risks of non-compliance – legal penalties, loss of reputation and customer trust – are too big to be ignored. According to the Gartner Hype Cycle for Data Privacy 2021, more than 80% of companies worldwide will face at least one privacy-focused data protection regulation by 2023. Regulatory and compliance. Protect your data.

Metadata 56

Metadata Data Quality Data-driven Data Governance 56

CIO Business Intelligence

APRIL 7, 2022

KPMG calculates a score for an employee’s risk of attrition, tries to identify a reason for that, and then suggests a remediation. According to Genpact, 66% of their employees used the Amber chatbot in 2021, and of those who did, 84% reported a positive mood. “We can spot you burning out before you notice you’re burning out.

Consulting 140

Consulting Management Interactive Metadata 140

AWS Big Data

NOVEMBER 29, 2023

Amazon Redshift Serverless, generally available since 2021, allows you to run and scale analytics without having to provision and manage the data warehouse. With Redshift, we are able to view risk counterparts and data in near real time— instead of on an hourly basis.

Data Warehouse 103

Data Warehouse Data Lake Analytics Machine Learning 103

erwin

JULY 9, 2021

These statistics represent organizations that are working through the data governance maturity curve. They are developing processes, rules and policies that will be applied to data going forward to ensure compliance and reduce risk. 91% of organizations place it among their top 10 business and technology priorities.

Data Governance 59

Data Governance Business Driver Strategy Statistics 59

Cloudera

SEPTEMBER 10, 2020

This is incredibly important, as entire communities rely on these statistics for everything from planning new businesses, schools, and roads to healthcare and emergency services. We’d love to hear from you so why not submit your entry for the 2021 Data Champion category?

IT 104

IT Digital Transformation Business Objectives Data-driven 104

Smart Data Collective

DECEMBER 8, 2020

Despite frameworks such as the 2018 GDPR law coming into effect, a recent survey revealed that more than 91% of Americans believe they have lost control over how their personal information is being collected, which is a very telling statistic. What is a VPN, and how does it work?

Big Data 111

Big Data Data-driven Software Statistics 111

Rita Sallam

APRIL 2, 2023

In 2021, we explored vaccine effectiveness and inequity using global vaccine data. Qlik Key Findings: In the US alone, there’s $367 billion in agricultural commodities at risk to flooding in the US alone. A large part of under-developed Asian countries ranging from Bangladesh to Vietnam are at high risk of flooding events.

Optimization 52

Optimization Machine Learning Insurance Risk 52

Cloudera

APRIL 9, 2021

Managing disparate solutions is operationally inefficient, provides an inconsistent user experience and often leads to increased risk due to a lack of common security, governance and lineage of data. . Exploratory Data Analysis (EDA) typically consists of both statistical and visual exploration of data. Efficiency.

Data Warehouse 58

Data Warehouse Cost-Benefit Statistics Data-driven 58

IBM Big Data Hub

OCTOBER 9, 2023

in 2021 to help lessen the financial impact of the COVID-19 pandemic on citizens. These statistics prove building a trustworthy foundation for AI is a top priority for the entire world. This is a frequent issue in large, national organizations, as well as in smaller, regional or local ones.

Interactive 52

Interactive Technology Statistics Consulting 52

Smart Data Collective

JULY 1, 2021

Become Familiar with Ransomware Statistics. Between May 6 and May 12, 2021, the Colonial Pipeline was drastically impacted by a major ransomware attack, effectively disrupting the fuel supply chain. More importantly, AI cybersecurity tools can be trained to recognize ransomware threats and protect against them.

Technology 82

Technology Machine Learning Statistics Data-driven 82

CIO Business Intelligence

MARCH 15, 2022

According to Gartner analyst Svetlana Sicular, by 2024, 60% of the data used for the development of AI and analytics solutions will be synthetically generated, up from 1% in 2021. Synthetic data that looks like real data but isn’t allows software to be tested across the full gamut of use cases without putting real data at risk. “If

Strategy 145

Strategy Testing Sales Modeling 145

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? And it can look up an author and make statistical observations about their interests. Current events The training data for ChatGPT and GPT-4 ends in September 2021. What Are the Risks? Copyright violation is another risk.

IT 258

IT Modeling Testing Risk 258

CIO Business Intelligence

FEBRUARY 7, 2023

Jacky Wright “When I started out to where we are now, those same barriers still exist,” says McKinsey’s first chief technology and platform officer , Jacky Wright, named the UK’s most influential Black person by The Powerlist in 2021, when reflecting on the report. is made up of Black women. Bola Rotibi, analyst at CCS Insight.

Technology 143

Technology Advertising Software Management 143

Smart Data Collective

FEBRUARY 8, 2022

Overall, statistics show that 90% of business travelers say that they would continue to travel in different areas for the rest of their life. Only in 2021, flight expenses rose by $300 and somewhat have caused issues for corporate travel companies. Data-driven bookings. In-depth analytics.

Machine Learning 84

Machine Learning Management Data-driven Statistics 84

Cloudera

MARCH 8, 2021

Cloudera is happy to be an official supporter of International Women’s Day 2021. Instead of using these statistics alone as a measurement, companies should have a full gender-equality index that includes salary banding and other equally important measures,” added Dulanovic. The theme of this year’s IWD is #ChooseToChallenge.

Risk 75

Risk Measurement Data Science Statistics 75