Smart Data Collective

NOVEMBER 25, 2021

First of all, let’s look into some statistics. The ROI of online education will continue to improve as academic institutions become more reliant on big data. Unfortunately, the growing reliance of the Internet has left millennials and Generation Y students more vulnerable to data privacy concerns. What Research Shows.

Big Data 95

Big Data Risk Data-driven ROI 95

Smart Data Collective

DECEMBER 23, 2019

This statistic is hardly surprising. AdExt has published a list of nine of the biggest applications of AI in the digital marketing industry. But how can you use AI to improve the ROI of your online marketing strategy? The market size for artificial intelligence technology is expected to reach $190.6 billion by 2025.

Marketing 54

Marketing Cost-Benefit Advertising ROI 54

Cloudera

FEBRUARY 25, 2021

They require a deep enough knowledge of dozens of ML techniques in order to choose the right approach for a given use case, a thorough understanding of everything required to execute on that use case, as well as a solid foundation in statistics fundamentals to ensure their choices and implementations are mathematically sound and appropriate.

Deep Learning 84

Deep Learning Machine Learning Forecasting Visualization 84

datapine

SEPTEMBER 6, 2022

Modern content performance reports in the shape of an interactive online dashboard present an intuitive and accessible way to assess your content’s success and its ROI in real-time and in one centralized location. Enter modern content reports. This is a great way to maximize your time and resources using real-time data.

Dashboards 179

Dashboards Reporting ROI Metrics 179

Howard Dresner

NOVEMBER 6, 2014

Several agreed that storytelling is “sharing” and thus part of collaboration to bring people “through a data-driven journey” or bring the “results of statistical analysis into others’ workflows.” And therein lies your buried treasure or ROI.

Business Intelligence 45

Business Intelligence ROI Interactive Statistics 45

O'Reilly on Data

FEBRUARY 11, 2020

Just 20% of organizations publish data provenance and data lineage. But just 20% of survey respondents say their organizations publish information about data provenance or data lineage, which—along with robust metadata—are essential tools for diagnosing and resolving data quality issues. Adopting AI can help data quality.

Data Quality 305

Data Quality Metadata Data Governance Publishing 305

Domino Data Lab

JANUARY 6, 2019

more depth in the case studies), plus different styles of instruction (“ROI” gets discussed, a lot) are needed. Recently the World Economic Forum published “ The Future of Jobs Report 2018.” Publishing and peer review. Publishing and peer review are vital to learning. accelerated and continuous learning.

Data Science 56

Data Science Machine Learning Reporting Visualization 56

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

The ROI of human involvement When it comes to human involvement, the key difference is in the magnitude of costs associated with any one forecast cycle. This defines the ROI on the investment of human time. With those stakes and the long forecast horizon, we do not rely on a single statistical model based on historical trends.

Forecasting 113

Forecasting Data Science Statistics Uncertainty 113

datapine

SEPTEMBER 16, 2022

But often that’s how we present statistics: we just show the notes, we don’t play the music.” – Hans Rosling, Swedish statistician. A BI strategy that leverages data visualization will provide an ROI of $13.01 The author recently published an “expanded follow-up” to her book called “Storytelling With Data: Let’s Practice!”.

Visualization 304

Visualization Dashboards Data-driven Statistics 304

Domino Data Lab

AUGUST 8, 2019

Rather than publish an agenda as most technology conferences do, why not let people mingle, discuss, and propose topics and possible sessions? provides ways to kill 2-3 birds with one stone: better recommendations for people leveraging that data, along with better data governance, along with better ROI on research funding.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Insight

FEBRUARY 19, 2020

Building Models to Predict Movie Profitability Here I use profitability as the metric of success for a film and define profitability as the return on investment (ROI). The ROI is simply the fraction of the budget that the movie makes back at the box office (i.e., ROI = Profit/Budget). 158% (median ROI of 82%)!

Risk 67

Risk ROI Modeling Metrics 67

datapine

MARCH 18, 2020

Social media marketing reporting is based on a curated collection of data and statistics that are customized based on your business’s social marketing activities and goals. This is not only crucial for companies but if you’re striving to brand your name and develop your personal presence, you need this dashboard in your life.

Reporting 178

Reporting Dashboards Metrics KPI 178

Smarten

AUGUST 9, 2017

You may also have read the recent Gartner report entitled, ‘Augmented Analytics Is the Future of Data and Analytics’ , Published 27 July 2017, by Rita L. Users can perform advanced analytics in an easy-to-use, drag and drop interface without knowledge of statistical analysis or algorithms.

Analytics 40

Analytics IT Statistics ROI 40

Smart Data Collective

MAY 19, 2022

You can carefully review data to see how different aspects of your funnel are performing, which will increase the ROI of your funnel and help you identify ways to improve efficiency. Assaf Cohen, who runs Solitaire Bliss , a company that makes games for publishers, explains, “Follow up emails are incredibly important.

Sales 133

Sales Big Data Cost-Benefit Marketing 133

Andrew White

JANUARY 9, 2022

I try to relate as much published research as I can in the time available to draft a response. We will publish a new Top Trends for D&A for 2022 in a couple of months. This was not statistic and we have not really explored this in any greater detail since. I hope they are helpful. Keep a watch on Gartner.com.

Analytics 64

Analytics Measurement Modeling Data-driven 64

Smarten

SEPTEMBER 6, 2019

Perhaps the most important aspect of SSDP success is making the Self-Serve Data Prep solution simple and valuable enough to encourage business user adoption so that the enterprise can achieve and sustain ROI and TCO goals.

Analytics 51

Analytics IT Business Intelligence Testing 51

Domino Data Lab

MAY 8, 2019

So much work in machine learning – either on the academic side which is focused on publishing papers or the industry side which is focused on ROI – tends to emphasize: How much predictive power (precision, recall) does the model have? Use of influence functions goes back to the 1970s in robust statistics.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Domino Data Lab

MARCH 3, 2019

We had big surprises at several turns and have subsequently published a series of reports. O’Reilly Media published our analysis as free mini-books: The State of Machine Learning Adoption in the Enterprise (Aug 2018). The leaders have learned how to create ROI from ML—now they’re competitive and doubling down on their AI bets.

Data Science 49

Data Science Deep Learning Machine Learning Modeling 49

Smart Data Collective

JULY 2, 2019

McKinsey has published some research about the trends automation is creating in the workplace. The occupational Outlook guide published by the Bureau of Labor Statistics does not specifically track employment of virtual assistants. People that hire virtual assistants are constantly looking to get a better ROI.

Big Data 77

Big Data ROI Testing Statistics 77

Andrew White

JANUARY 11, 2021

Gartner also published the same piece of research for other roles, such as Application and Software Engineering. We publish research for small organizations, not just larger organizations. Our operational teams are dissuaded from embracing D&A pilot programs into their operations because the ROI is so small. Data management.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Jet Global

MARCH 24, 2024

Fundraising return on investment (ROI) : this metric is used by non-profits to gauge the performance of each of its campaigns. Nowadays, most social media platforms provide account statistics for free. Annual funds raised : This metric shows the monetary results of the organization’s campaigns.

Metrics 52

Metrics Reporting KPI Measurement 52

Jet Global

JUNE 24, 2021

Fundraising return on investment (ROI) : this metric is used by non-profits to gauge the performance of each of its campaigns. By dividing the funds raised by investments, the organization arrives at fundraising ROI KPI: Fundraising ROI = annual funds raised / annual investments. The funds raised is another word for donations.

Metrics 98

Metrics Reporting KPI Measurement 98

Jet Global

JUNE 24, 2023

Fundraising return on investment (ROI) : this metric is used by non-profits to gauge the performance of each of its campaigns. Nowadays, most social media platforms provide account statistics for free. Annual funds raised : This metric shows the monetary results of the organization’s campaigns.

Metrics 52

Metrics Reporting KPI Measurement 52

Jet Global

MAY 1, 2023

Return on Investment Now we bring it all together to calculate the ROI on embedded analytics. Costs: The investment in developing and maintaining the solution. “-1”: The formula assures that a positive ROI is achieved only when benefits exceed the costs. The formula looks like this: ($750k / $250k) = 3, so the ROI is 200 percent.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52