CIO Business Intelligence

AUGUST 9, 2024

The alternative to synthetic data is to manually anonymize and de-identify data sets, but this requires more time and effort and has a higher error rate. The European AI Act also talks about synthetic data, citing them as a possible measure to mitigate the risks associated with the use of personal data for training AI systems.

Risk 138

Risk Measurement Data Lake Data Collection 138

datapine

JANUARY 6, 2022

Yet, before any serious data interpretation inquiry can begin, it should be understood that visual presentations of data findings are irrelevant unless a sound decision is made regarding scales of measurement. For a more in-depth review of scales of measurement, read our article on data analysis questions.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

CIO Business Intelligence

MARCH 19, 2025

Additionally, Deloittes ESG Trends Report highlights fragmented ESG data, inconsistent reporting frameworks and difficulties in measuring sustainability ROI as primary challenges preventing organizations from fully leveraging their data for ESG initiatives.

IT 59

IT Data Governance Data-driven Metrics 59

O'Reilly on Data

MAY 14, 2020

In addition, the Research PM defines and measures the lifecycle of each research product that they support. The foundation of any data product consists of “solid data infrastructure, including data collection, data storage, data pipelines, data preparation, and traditional analytics.”

Management 364

Management Experimentation B2B Machine Learning 364

O'Reilly on Data

JULY 20, 2021

It comes down to a key question: is the risk associated with an action greater than the trust we have that the person performing the action is who they say they are? When we consider the risk associated with an action, we need to understand its privacy implications. There is a tradeoff between the trust and risk. Source: [link].

Risk 331

Risk Software Interactive Modeling 331

CIO Business Intelligence

AUGUST 16, 2023

Taking out the trash Division Drift has been key to disruptively digitize Svevia’s remit with the help of the internet of things (IoT), data collection, and data analysis. Digital alerts Another project deals with slow-moving vehicles, something that increases the risk of accidents on the roads.

Risk 98

Risk Cost-Benefit Internet of Things Digital Transformation 98

datapine

MAY 2, 2023

The big data market is expected to exceed $68 billion in value by 2025 , a testament to its growing value and necessity across industries. According to studies, 92% of data leaders say their businesses saw measurable value from their data and analytics investments.

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

FineReport

FEBRUARY 25, 2020

Data collection is nothing new, but the introduction of mobile devices has made it more interesting and efficient. But now, mobile data collection means information can be digitally recording on the mobile device at the source of its origin, eliminating the need for data entry after the information is collected.

Data Collection 59

Data Collection IT Dashboards Reporting 59

Smart Data Collective

AUGUST 29, 2020

Remote monitoring includes a wide range of functions, from offsite data collection to key tracking tools and even video-based monitoring, and though some of these tools are invasive, others can help boost productivity. The second key problem with surveillance-based productivity data is that it doesn’t measure the right things.

Measurement 132

Measurement Data-driven Metrics Data Collection 132

Smart Data Collective

MAY 25, 2023

Responsible data practices go beyond privacy and extend to the overall handling, processing, and sharing of information. Organizations must ensure that data is collected and used for legitimate purposes and that appropriate security measures are in place to protect it from unauthorized access or breaches.

Data Collection 105

Data Collection Data-driven Measurement Risk 105

IBM Big Data Hub

AUGUST 3, 2023

Organizations cannot risk unnecessary unplanned downtime or increased latencies because an application failed or underperformed. Software downtime is a huge organizational risk because it decreases customer satisfaction and potentially violates a service-level agreement with end users.

Measurement 63

Measurement Metrics Risk Data Collection 63

Smart Data Collective

OCTOBER 8, 2023

Methodologies in Deploying Data Analytics The application of data analytics in fast food legal cases requires a thorough understanding of the methodologies involved. This involves data collection , data cleaning, data analysis, and data interpretation.

Data Analytics 125

Data Analytics Analytics Statistics Data Collection 125

Smart Data Collective

JULY 27, 2020

The massive advancement in technology is increasing the rate of real time monitoring, data collection, and data measurement. The changes in technology enable the massive integration of data into smart home technology and the existing environment site. Conclusion.

Technology 135

Technology Measurement Manufacturing Risk 135

Smart Data Collective

SEPTEMBER 28, 2022

Today, data has become more critical than it has ever been in the past. We have talked about the importance of investing in good data collection methodologies. There are a growing number of risks with big data. Some of them stem from security issues if data is compromised.

Big Data 145

Big Data Software Risk Data Collection 145

datapine

FEBRUARY 22, 2022

This includes defining the main stakeholders, assessing the situation, defining the goals, and finding the KPIs that will measure your efforts to achieve these goals. A planned BI strategy will point your business in the right direction to meet its goals by making strategic decisions based on real-time data.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Dashboards 218

datapine

AUGUST 12, 2020

The importance of this finance dashboard lays within the fact that every finance manager can easily track and measure the whole financial overview of a specific company while gaining insights into the most valuable KPIs and metrics. These reports also enable data collection by documenting the progress you make.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

CIO Business Intelligence

AUGUST 1, 2023

Data collection on tribal languages has been undertaken for decades, but in 2012, those working at the Myaamia Center and the National Breath of Life Archival Institute for Indigenous Languages realized that technology had advanced in a way that could better move the process along.

Risk 98

Risk IT Software Digital Transformation 98

Rocket-Powered Data Science

JULY 21, 2023

Organizations are able to monitor integrity, quality drift, performance trends, real-time demand, SLA (service level agreement) compliance metrics, and anomalous behaviors (in devices, applications, and networks) to provide timely alerting, early warnings, and other confidence measures.

Machine Learning 190

Machine Learning Metrics Internet of Things Reporting 190

Smart Data Collective

OCTOBER 17, 2022

Sometimes, developers could make mistakes when creating IoT hardware and software, which could put the organization at risk of cybersecurity threats. Organizations integrating IoT in their daily operations have access to various resources that can help them improve their customer reach by gathering more personal data.

IoT 130

IoT Risk Internet of Things Technology 130

Cloudera

APRIL 20, 2022

One of our insurer customers in Africa collected and analyzed data on our platform to quickly focus on their members that were at a higher risk of serious illness from a COVID infection. These segments were based on risk profiles, and the insurer implemented tailored plans to support each segment.

Insurance 101

Insurance Measurement Data Lake Risk 101

Smart Data Collective

NOVEMBER 1, 2023

This system enables you to automate employee hours recording and tracking, preventing manual timesheet use and reducing the risk of inaccuracies. Study employee performance metrics Performance metrics are a measure of how well team members are doing at their work. Employee time tracking software facilitates better time management.

Metrics 120

Metrics Measurement Data-driven Optimization 120

Smart Data Collective

NOVEMBER 16, 2021

With over 2,000 cyberattacks every day, companies of all sizes are at risk. Corporate cyberdefenses produce massive amounts of data through logs and reports. Once they grow to thousands of records in size, the technology could establish itself as the best way to interpret and arrange data in the future. Public Relations.

Analytics 133

Analytics Unstructured Data Data Collection Software 133

Smart Data Collective

FEBRUARY 14, 2020

A recent arrest in Britain highlights how vulnerable our privacy is in the age of big data. Big Data Privacy Risks Are Growing and Anyone Can Access It. Coupled with more modern attack methods such as botnets and smart scrapers, the amount of data that a coordinated attack can collect is staggering.

Big Data 124

Big Data Reporting Risk Advertising 124

Smart Data Collective

AUGUST 4, 2022

An article in HR Voices titled Data Analytics in HR: Impacting the Future of Performance Management underscores some of the benefits. The authors state that data analytics saves managers time and reduces the risk of inadvertent bias.

Data-driven 135

Data-driven Metrics Data Collection Software 135

DataKitchen

MARCH 16, 2023

How to measure your data analytics team? So it’s Monday, and you lead a data analytics team of perhaps 30 people. Like most leaders of data analytic teams, you have been doing very little to quantify your team’s success. The Active Data Ratio metric determines the percentage of datasets that deliver value.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

Smart Data Collective

APRIL 9, 2020

This information is later provided, sold, and monopolized by corporations who are looking to make targeted advertising campaigns, collect user data, and much more. While this might be harmless in a way, not everyone is so calm about giving out their data. And not all data collection consists of mere browsing data.

Advertising 127

Advertising Data Collection Optimization Marketing 127

CIO Business Intelligence

APRIL 8, 2024

The bill aims to streamline data protection practices while bolstering individual privacy rights by providing consumers with enhanced control over their personal information. This potential increase in litigation risks underscores the importance of robust data privacy measures and proactive compliance efforts for businesses.

Advertising 84

Advertising Measurement Data-driven Data Collection 84

Smart Data Collective

JULY 30, 2019

Big data software is starting to reach neurosurgery departments in an effort to prevent brain injury complications during surgery and to better understand brain injuries. The software uses predictive analysis to be able to predict the patient’s risk of brain pressure rising before it even occurs.

Big Data 102

Big Data Software Risk Data Collection 102

IBM Big Data Hub

MAY 28, 2024

While every data protection strategy is unique, below are several key components and best practices to consider when building one for your organization. What is a data protection strategy? Its principles are the same as those of data protection—to protect data and support data availability.

Strategy 81

Strategy Measurement Risk Cost-Benefit 81

CIO Business Intelligence

SEPTEMBER 18, 2024

CIOs, as well as CTOs, should advocate for measuring how humane their AI-powered services are because, typically, we’re more prone to improving what we decided to measure, Jain adds. This means implementing stringent data protection measures and being transparent about data usage.”

Interactive 128

Interactive Cost-Benefit Measurement Testing 128

CIO Business Intelligence

OCTOBER 2, 2024

With different people filtering and augmenting data, you need to trace who makes which changes and why, and you need to know which version of the data set was used to train a given model. And with all the data an enterprise has to manage, it’s essential to automate the processes of data collection, filtering, and categorization.

Management 141

Management Data Governance Cost-Benefit Structured Data 141

BizAcuity

FEBRUARY 21, 2025

Beyond Data Collection: Why Dynamics 365 Integration is Critical Most businesses today use Dynamics 365 for managing sales, finance, customer service, or operations. Without the right expertise, companies risk misconfigurations or suboptimal integrations that dont deliver the desired results.

Dashboards 52

Dashboards Optimization Finance Sales 52

Smart Data Collective

MAY 4, 2023

For example, web scraping requires businesses to collect data from websites, which can be challenging when dealing with large volumes of information or complex website structures. Furthermore, many websites have implemented anti-scraping measures to prevent bots from collecting data.

Data mining 109

Data mining Big Data Data-driven Measurement 109

Smart Data Collective

SEPTEMBER 11, 2020

Not only does it offer more control to organizations, but private clouds also enhances compliance, resources management, and help reduce the risks and frequency of cyberthreats. The cost-saving measures of this trend are an added perk. 5G is the latest in mobile internet connectivity.

Technology 112

Technology IoT Internet of Things Cost-Benefit 112

BA Learnings

AUGUST 7, 2021

In addition to that, the risk assessment will not be carried out properly, and you won’t know what pitfalls lie ahead until you’re already knee-deep in the problem. However, after putting in place infrastructure for this database, you realize you need to improve your data collection methods.

Digital Transformation 130

Digital Transformation Key Performance Indicator Cost-Benefit KPI 130

The Unofficial Google Data Science Blog

OCTOBER 31, 2016

By PATRICK RILEY For a number of years, I led the data science team for Google Search logs. We were often asked to make sense of confusing results, measure new phenomena from logged behavior, validate analyses done by others, and interpret metrics of user behavior. Then, check to see if these multiple measurements are consistent.

Metrics 107

Metrics Measurement Statistics Data Collection 107

Smart Data Collective

SEPTEMBER 4, 2020

Google has shown how to use big data effectively for decision-making , but many other companies don’t understand the principles to follow. Far too many businesses fail to develop a sensible data strategy, so their ROI from their data collection methodologies is often subpar. Guide to Creating a Big Data Strategy.

Data-driven 105

Data-driven Big Data Metrics Strategy 105