Rocket-Powered Data Science

MARCH 19, 2021

This article quotes an older market projection (from 2019) , which estimated “the global industrial IoT market could reach $14.2 Embedding real-time dynamic analytics at the edge, at the point of data collection, or at the moment of need will dynamically (and positively) change the slope of your business or career trajectory.

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

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

O'Reilly on Data

NOVEMBER 13, 2018

Just the other day, I searched Google for recent news stories about AI, and I was surprised by the number of articles that touch on fairness. Classification parity means that one or more of the standard performance measures (e.g., How to build analytic products in an age when data privacy has become critical”.

Machine Learning 277

Machine Learning Risk Management Statistics 277

O'Reilly on Data

JANUARY 28, 2019

Almost everyone who reads this article has consented to some kind of medical procedure; did any of us have a real understanding of what the procedure was and what the risks were? The problems with consent to data collection are much deeper. Helen Nissenbaum, in an interview with Scott Berinato , articulates some of the problems.

Insurance 246

Insurance Metadata Data Collection Marketing 246

O'Reilly on Data

JUNE 18, 2019

There has been a significant increase in our ability to build complex AI models for predictions, classifications, and various analytics tasks, and there’s an abundance of (fairly easy-to-use) tools that allow data scientists and analysts to provision complex models within days. See this article on data integration status for details.

Machine Learning 279

Machine Learning Data Quality Statistics Modeling 279

Smart Data Collective

MARCH 24, 2020

Now it has become so popular that you can even get data structure assignment help from professionals. In the article, you will find a number of areas where Big Data in education can be applied. Predicting academic performance is one of the key research topics in Big Data in education. Data collection.

Big Data 121

Big Data Internet Publishing and Broadcasting Broadcasting Data Collection 121

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

datapine

AUGUST 12, 2020

The examples of business reports that we used in this article can be utilized in many different industries, the data can be customized based on the factual information of the specific department, organization, company or enterprise. These reports also enable data collection by documenting the progress you make.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

CIO Business Intelligence

MARCH 4, 2025

This article goes behind the scenes on whats fueling Blocks investment in developer experience, key initiatives including the role of an engineering intelligence platform , and how the company measures and drives success. With this approach, the team has identified opportunities to reclaim over 500,000 hours of developer time annually.

Experimentation 69

Experimentation Metrics Data-driven Measurement 69

CIO Business Intelligence

MARCH 19, 2025

Most data management conferences and forums focus on AI, governance and security, with little emphasis on ESG-related data strategies. If sustainability-related data projects fail to demonstrate a clear financial impact, they risk being deprioritized in favor of more immediate business concerns.

IT 59

IT Data Governance Data-driven Metrics 59

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

Smart Data Collective

DECEMBER 17, 2021

The process of Marketing Analytics consists of data collection, data analysis, and action plan development. Understanding your marketing data to make more informed and successful marketing strategy decisions is a systematic process. Types of Data Used in Marketing Analytics. Preparing the Data for Analysis.

Marketing Analytics 122

Marketing Analytics Marketing Data-driven Analytics 122

Smart Data Collective

MAY 25, 2023

Then adhere to data ethics. Data ethics involves the ethical handling of data, safeguarding privacy, and respecting the rights of individuals. In this article, we will explore its importance and discuss how organizations can uphold privacy and ensure that they work with data the right way.

Data Collection 105

Data Collection Data-driven Measurement Risk 105

O'Reilly on Data

JULY 20, 2021

In the first article of this series, we discussed communal computing devices and the problems they create–or, more precisely, the problems that arise because we don’t really understand what “communal” means. Ownership: Who owns all of the data and services attached to the device that multiple people are using?

Risk 335

Risk Software Interactive Modeling 335

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 Reporting Internet of Things 190

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

JULY 8, 2020

Such a real-time dashboard ensures productivity increment and centralized data collection that enables executives to overcome numerous operational challenges within their line of work. When you complete data management processes with an (automated) COO report and intelligent alarms, any business anomaly will not go unnoticed.

Dashboards 202

Dashboards Reporting Metrics Visualization 202

Smart Data Collective

JUNE 21, 2023

HR managers can use big data to identify and prepare for common health issues in their organizations. For instance, data may show that employees frequently get sick from November to January, prompting the hiring of temporary staff during that period. This metric is essential for assessing the efficiency of the recruitment process.

Data-driven 114

Data-driven Analytics Metrics Big Data 114

Smart Data Collective

OCTOBER 8, 2023

This article delves into the profound impact data analytics can have on fast food legal cases. Methodologies in Deploying Data Analytics The application of data analytics in fast food legal cases requires a thorough understanding of the methodologies involved. Data Collection The process begins with data collection.

Data Analytics 125

Data Analytics Analytics Statistics Data Collection 125

Jet Global

JANUARY 8, 2021

An Operations Key Performance Indicator (KPI) or metric is a discrete measurement that a company uses to monitor and evaluate the efficiency of its day-to-day operations. Leading companies make use of KPIs and KPI dashboards to measure their efficiency in real time. What is an Operations KPI?

Metrics 131

Metrics Manufacturing Reporting KPI 131

Rocket-Powered Data Science

JULY 7, 2019

Such approaches can enable more accurate and faster modeling and analysis of the characteristics and behaviors of a system and can exploit data in intelligent ways to convert them to new capabilities, including decision support systems with the accuracy of full scale modeling, efficient data collection, management, and data mining.

Internet of Things 157

Internet of Things Machine Learning Manufacturing IoT 157

DataKitchen

JUNE 21, 2024

Elevated Error Rates: An increase in the frequency and severity of data errors is a red flag that should not be ignored. Consumer-Detected Errors : When data consumers identify errors, it indicates a failure in internal quality control measures. ” A data quality crisis can be pivotal for a data engineering team.

Data Quality 130

Data Quality Measurement Metrics Data Collection 130

Smart Data Collective

AUGUST 4, 2022

These findings illustrate the benefits of shifting towards a data-driven approach to monitoring employee performance. An article in HR Voices titled Data Analytics in HR: Impacting the Future of Performance Management underscores some of the benefits. Andy Przystanski of Lattice makes a similar argument.

Data-driven 135

Data-driven Metrics Data Collection Software 135

CIO Business Intelligence

APRIL 14, 2022

This article was co-authored by Katherine Kennedy , an Associate at Metis Strategy. The ability to provide transparent, data-driven insights and measure progress toward ESG commitments makes the technology leader critical to the success of any ESG strategy. Smarter operations through integrated data and analytics.

Strategy 111

Strategy Digital Transformation IoT Measurement 111

Smart Data Collective

MAY 4, 2023

UMass Global has a very insightful article on the growing relevance of big data in business. Big data has been discussed by business leaders since the 1990s. However, the process of data gathering can be complex and challenging, especially when dealing with large volumes of information.

Data mining 109

Data mining Big Data Data-driven Measurement 109

Smart Data Collective

FEBRUARY 24, 2022

The three biggest enemies to user onboarding are the lack of data analysis, data collection, and the wrong amount of information. Unfortunately, many businesses worldwide are not doing a good job collecting data and thus, fail to enhance customer relationships. Well, that’s about it for this article.

Data Analytics 124

Data Analytics Analytics Visualization Optimization 124

Smart Data Collective

MARCH 23, 2022

Well, if you are someone who has loads of data and aren’t using it for your surveys and you would love to learn more on how to use it, don’t go anywhere because, in this article, we will show you data mining tips you can use to leverage your surveys. 5 data mining tips for leveraging your surveys.

Data mining 133

Data mining Marketing Data Collection Insurance 133

Smart Data Collective

SEPTEMBER 11, 2020

An article in CISCOMAG talks about the benefits of using AI in improving network security. The cost-saving measures of this trend are an added perk. Edge computing is a consumer-focused technology that is used to optimize data collection and processing. AI is especially important in shaping the future of networking.

Technology 112

Technology IoT Internet of Things Cost-Benefit 112

BA Learnings

AUGUST 7, 2021

In this article, we’ll be discussing 3 reasons why most digital transformation initiatives continue to fail so you can be aware of the red flags, and avoid them altogether. However, after putting in place infrastructure for this database, you realize you need to improve your data collection methods. Let’s get started.

Digital Transformation 130

Digital Transformation Key Performance Indicator Cost-Benefit KPI 130

datapine

JANUARY 31, 2022

Because things are changing and becoming more competitive in every sector of business, the benefits of business intelligence and proper use of data analytics are key to outperforming the competition. Experts say that BI and data analytics makes the decision-making process 5x times faster for businesses. The results?

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

CIO Business Intelligence

MAY 29, 2024

Document processing, querying data, and making recommendations are just a few business cases where AI can streamline operations, enhance decision-making, and drive competitive advantage. This article will unpack what technical foundations are needed to get started using AI and how trained AI is a competitive differentiator.

Sales 102

Sales Machine Learning Modeling Data Collection 102

CIO Business Intelligence

JANUARY 17, 2024

The first was becoming one of the first research companies to move its panels and surveys online, reducing costs and increasing the speed and scope of data collection. According to Mohammed, the results of this digital transformation journey are measurable and impressive.

Digital Transformation 119

Digital Transformation Dashboards Data Science Reporting 119

Jet Global

MAY 21, 2020

Beyond planning, more higher education institutions are measuring and communicating their financial health with KPIs. Updated reporting tools and automated data access can help you to measure progress on KPIs, such as: Excess of fund revenues over expenditure. Admissions and enrollment.

Finance 98

Finance KPI Forecasting Data-driven 98

Smart Data Collective

JULY 9, 2023

In the ever-evolving and increasingly competitive global e-commerce sector, businesses that strive to achieve and maintain high conversion rates face the pressing, yet necessary, task of harnessing the potential of accessible data. Take no risks when it comes to protecting data privacy!

Optimization 97

Optimization Data Analytics Analytics Data-driven 97

Cloudera

AUGUST 17, 2020

One of the primary sources of that knowledge comes from our Knowledge Articles. These Knowledge Articles have proven to be invaluable to our Support Staff over the years. To that end, we have been working on improving the way our customers discover the collection of knowledge available in our Knowledge Articles.

Testing 88

Testing Machine Learning Interactive Metrics 88

CIO Business Intelligence

OCTOBER 4, 2022

Many CIOs are now working with an IT environment that can deliver a modern data strategy but are struggling to unlock the full potential. The first step for CIOs is to break down internal barriers and address the problems caused by data siloed in legacy environments. Publishing and the TV industries have rich and valuable data sets.

Cost-Benefit 105

Cost-Benefit Strategy Digital Transformation ROI 105

Jet Global

JUNE 24, 2020

An engineering Key Performance Indicator (KPI) or metric is a clearly defined quantifiable measure that an engineering firm uses to gauge its success over time. This engineering key performance metric measures how much the engineering team costs relative to the number of projects they support, or number of products sold.

Metrics 98

Metrics Reporting KPI Key Performance Indicator 98