O'Reilly on Data

MARCH 31, 2020

Measurement, tracking, and logging is less of a priority in enterprise software. Many consumer internet companies invest heavily in analytics infrastructure, instrumenting their online product experience to measure and improve user retention. These companies eventually moved beyond using data to inform product design decisions.

Management 327

Management Machine Learning Experimentation Metrics 327

John Wheeler

NOVEMBER 25, 2020

Provide a full view of business operations by delivering forward-looking measures of related risk to help customers successfully navigate the COVID-19 recovery. Offer capabilities to analyze business impacts at all levels of the organization by linking both strategic and tactical risk metrics.

Marketing 110

Marketing Risk Management Risk Digital Transformation 110

Jet Global

MAY 6, 2020

Hospital operating margins fell by 21 percent in 2019 after years of consistent decline. The present moment emphasizes the importance of tracking financial metrics while also revealing one of the hardest parts: selecting what to track. Typically, organizations strive to keep this metric below 30 days.

Metrics 64

Metrics Finance Reporting Measurement 64

Alation

SEPTEMBER 30, 2022

Compare that to the 108 that earned the status in all of 2020 (and the 439 total up to 2019), and you can see why the title has lost its sparkle. Seeing this trend, Bessemer sought to define a new metric for assessing the success of a private SaaS company – achieving $100M of ARR (annual recurring revenue).

Measurement 92

Measurement Metrics Data Governance Sales 92

IBM Big Data Hub

AUGUST 9, 2023

After the simulation, organizations also receive metrics on employee click rates and often follow up with additional phishing awareness training. Some prefer deploying a phishing test before employees complete any phishing awareness training to establish a benchmark and measure the efficiency of future phishing simulation solutions.

Testing 75

Testing Measurement Behavioral Analytics Reporting 75

Corinium

JUNE 6, 2019

A properly set framework will ensure quality, timeliness, scalability, consistency, and industrialization in measuring and driving the return on investment. Measure user adoption and engagement metrics to not just understand products take-up, but also to enhance the overall product propositions.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

datapine

SEPTEMBER 16, 2022

Now that you’re sold on the power of data analytics in addition to data-driven BI, it’s time to take your journey a step further by exploring how to effectively communicate vital metrics and insights in a concise, inspiring, and accessible format through the power of visualization. back on every dollar spent. click for book source**.

Visualization 304

Visualization Dashboards Data-driven Statistics 304

Cloudera

MAY 9, 2019

The number one challenge that enterprises struggle with their IoT implementation is not being able to measure if they are successful or not with it. Even if they complete it, they lack the ability to identify and correlate the success metrics with key business goals. Each metric is associated with one or more questions.

IoT 54

IoT Modeling Metrics Measurement 54

CIO Business Intelligence

JULY 5, 2022

Business analytics can help you improve operational efficiency, better understand your customers, project future outcomes, glean insights to aid in decision-making, measure performance, drive growth, discover hidden trends, generate leads, and scale your business in the right direction, according to digital skills training company Simplilearn.

Business Analytics 120

Business Analytics Prescriptive Analytics Data mining Diagnostic Analytics 120

Sisense

JUNE 9, 2021

And also like their counterparts in the business world, coaches are relying on metrics to guide their decision-making. In training, wearable devices measure players’ workload, movement, and fatigue levels to manage their fitness and positioning and optimize their performance during play. The same trend has happened in business.

Analytics 98

Analytics Data-driven Internet of Things Measurement 98

AWS Big Data

FEBRUARY 1, 2024

The calculation methodology and query performance metrics are similar to those of the preceding chart. The query to generate this chart has similar performance metrics as the preceding chart. Jeff is based in Florida and has been with AWS since 2019.

Data Warehouse 125

Data Warehouse Dashboards Risk Management Risk 125

erwin

JANUARY 31, 2019

Experts predicted an uptick in GDPR enforcement in 2019, and Google’s recent record GDPR fine has brought that to fruition. Cisco’s 2019 Data Privacy Benchmark Study reveals that only 59 percent of organizations are meeting “all or most” of GDPR’s requirements. If it can happen to Google, no organization is safe.

Data Governance 72

Data Governance Metadata Cost-Benefit Enterprise 72

CIO Business Intelligence

APRIL 26, 2023

Founded in 2019, the company seized its greenfield opportunity to rethink and redesign the press shop as part of a cloud-first development strategy. The number of complaints would also fall as a result, and the condition and maintenance of systems would be optimized, the provider said.

Manufacturing 70

Manufacturing Optimization Digital Transformation Metrics 70

DataKitchen

APRIL 13, 2021

DataOps requires that teams measure their analytic processes in order to see how they are improving over time. A complete DataOps program will have a unified, system-wide view of process metrics using a common data store. Acquired by DataRobot June 2019).

Testing 300

Testing Machine Learning Consulting Data Quality 300

IBM Big Data Hub

APRIL 13, 2023

Evaluate the model Using generated predictions for the test dataset, I compute a few metrics to evaluate the quality of the model’s predictions. I use these counts to compute a few evaluation metrics for the model. The first one shows overall quality metrics of the model. The count is 4981. 1–29. Amershi, S.,

Modeling 83

Modeling Statistics Machine Learning Testing 83

Insight

FEBRUARY 19, 2020

In 2019, Netflix alone released 371 new TV shows and movies. The genre uniqueness is a measure of how unique a movie’s combination of genre categories is relative to all movies in my data set. Box office revenue would likely also be a more concrete measure of success than average IMDb user rating. ROI = Profit/Budget).

Risk 67

Risk ROI Modeling Metrics 67

CIO Business Intelligence

MAY 24, 2023

We then made a commitment to AWS in 2019 and started this five-year journey to move entirely into the cloud. And then at the back end of this, how to drive accountability, leveraging the metrics you’re gathering and what goals you’re going to set. Cloud is just a tool to help you get there. But there’s still a lot more we have to do.

Cost-Benefit 52

Cost-Benefit Digital Transformation Metrics Insurance 52

Andrew White

NOVEMBER 1, 2019

I was up at 4am last Saturday (before Orlando Symposium) in order to watch England take on New Zealand in the first semi-final of the Rugby World Cup 2019 in Japan. It’s 2019 and now we have a new model for Chief Data Officers, other D&A leaders, and CIO’s to develop a business-based, data-driven strategy.

Strategy 56

Strategy Analytics Data-driven Data Strategy 56

IBM Big Data Hub

MARCH 8, 2024

Since its release in 2019, 5G broadband technology has been hailed as a breakthrough technology with big implications for both consumers and businesses. This makes 5G’s Block Error Rate (BER)—a metric of error frequency—much lower. How is 5G different from other wireless networks?

IoT 100

IoT Broadcasting Internet of Things Technology 100

CIO Business Intelligence

MAY 16, 2022

ITIL 4, which was released in 2019, maintains the same focus on automating processes, improving service management, and integrating the IT department into the business. ITIL 4, which started rolling out in Q1 of 2019, offers a more agile, flexible, and customizable version of ITIL that is updated for modern businesses.

IT 97

IT Cost-Benefit ROI Risk 97

O'Reilly on Data

DECEMBER 12, 2019

Residuals are a numeric measurement of model errors, essentially the difference between the model’s prediction and the known true outcome. 8] , [12] Again, traditional model assessment measures don’t tell us much about whether a model is secure. Currency amounts reported in Taiwan dollars. Residual analysis.

Machine Learning 187

Machine Learning Modeling Testing Risk Management 187

datapine

FEBRUARY 23, 2023

In our example above, we are showing Revenue by Payment Method for all of 2019. The metrics are different and useful independently, but together, they tell a compelling story. They are great for displaying a single value/measure within a quantitative context, such as to the previous period or to a target value.

Visualization 177

Visualization Dashboards Sales Measurement 177

datapine

DECEMBER 11, 2019

2019 was a breakthrough year for the SaaS world in many ways. Indeed, according to Bloomberg, public cloud platforms, business services, and applications (SaaS) will all grow at a 9% CAGR (Compound Annual Growth Rate) between 2019 and 2023, and worth $60.36 A Betterbuys report reveals that the specific expenditure in the U.S.

Software 314

Software Cost-Benefit Data Processing Data-driven 314

Smart Data Collective

JUNE 26, 2019

Your company may also have blind spots to conquer if it doesn’t have the tools necessary to measure ROI appropriately. DialogTech’s statistics showed that only 21% of companies considered themselves effective at measuring mobile ROI. Assess Whether a Lack of Adequate Tools Makes Blind Spots.

ROI 102

ROI Statistics Machine Learning Measurement 102

InsightOut

OCTOBER 15, 2021

A failure to engage external stakeholders and provide them with timely business metrics may hamper their decision-making and hurt the businessxe2x80x99s bottom lines. Organizations that provide stakeholders with relevant business metrics will have access to better growth opportunities.

Dashboards 52

Dashboards Key Performance Indicator Digital Transformation Metrics 52

Smart Data Collective

OCTOBER 2, 2019

According to a recent Adobe report , marketers have identified data-driven marketing as the most important business opportunity for 2019. Either of these types of tools can provide you with performance metrics like open rates, click rates, and more. Other Campaign Tracking Metrics.

Data-driven 89

Data-driven Marketing Testing Optimization 89

CIO Business Intelligence

JULY 7, 2023

The ITIL 4 was updated by Axelos in February 2019 to include a stronger emphasis on maintaining agility, flexibility, and innovation in ITSM, while still supporting legacy networks and systems. This module validates your ability to measure, assess, and develop the Service Desk practice capability using the ITIL Maturity Model.

Cost-Benefit 95

Cost-Benefit Strategy Management Uncertainty 95

Alation

SEPTEMBER 14, 2021

Governance Dashboards: With the governance dashboard, leaders can actively measure progress on open tasks, policy usage, and more. In addition, we can define your metrics and success measurements, so you know when you have achieved your desired business outcome. Measurement processes. Data Governance Service Offering.

Data Governance 52

Data Governance Dashboards Measurement Machine Learning 52

Domino Data Lab

JUNE 2, 2019

Ludwig (@RandiRLudwig) May 23, 2019. Ludwig (@RandiRLudwig) May 24, 2019. — David Amable (@adelanyo) May 23, 2019. The most poignant for me was a simple approach for measuring noise within an organization. Measure how these decisions vary across your population. — paco nathan (@pacoid) May 24, 2019.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

Smart Data Collective

DECEMBER 18, 2020

The collected data is encrypted and sent using the Google Analytics Measurement Protocol,” the Kaspersky report notes. . Google Analytics software is free to use and helps website owners and marketers alike to measure the traffic arriving from other sites and external sources to their own. Stealing Credit Cards With Google Analytics.

Analytics 82

Analytics Broadcasting Measurement Data Processing 82

datapine

OCTOBER 21, 2020

Analytics, already trending as one of the business intelligence buzzwords in 2019, has the potential to become part of a new strategy. Leveraging analytics tools to track the supply chain performance metrics , and make accurate, data-driven decisions concerning operations as well as spending can save hospitals up to $10 million per year.

Big Data 364

Big Data Data Analytics Analytics Cost-Benefit 364

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

Over the life of the forecast, the data scientist will publish historical accuracy metrics. But due to the long time lag between forecasts and actuals, these metrics alone are insufficient. Every forecast update will include metrics to provide insight on change drivers, and will flag significant gaps between different model forecasts.

Forecasting 113

Forecasting Data Science Statistics Uncertainty 113

Occam's Razor

JANUARY 7, 2019

To help kick-start your 2019 step change , I’ve written two “Top 10” lists, one for Marketing and one for Analytics – consisting of things I recommend you obsess about. Identify four relevant micro-outcomes to focus on in 2019. (In 2019's the year you get serious about serious analytics.

Marketing Analytics 88

Marketing Analytics Marketing Analytics Strategy 88

Sisense

JUNE 17, 2021

Tip: Measure the metrics that matter. But when we peel back the intention of the ad, those vanity metrics don’t matter, because in the end, the ad didn’t raise awareness within the defined target audience, and it didn’t prevent accidents within the time frame that was scoped. Bunny ears campaign flops.

Marketing 52

Marketing Interactive Metrics Advertising 52

Domino Data Lab

MAY 8, 2019

Visualizations are vital in data science work, with the caveat that the information that they convey may be 4-5 layers of abstraction away from the actual business process being measured. measure the subjects’ ability to trust the models’ results. Information can get quite distorted after being abstracted that many times.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Sisense

DECEMBER 11, 2019

The challenge is to do it right, and a crucial way to achieve it is with decisions based on data and analysis that drive measurable business results. It’s why Sisense, having merged with Periscope Data in May 2019, chose to host this event in Tel Aviv. Driving startup growth with the power of data. It’s the aspiration of every startup.

Data Lake 80

Data Lake Big Data Sales Data-driven 80

Jedox

JULY 30, 2019

With the speed that the world is moving at in 2019, companies that do not weed out the dumb stuff will find themselves surpassed by their more nimble, smarter competitors. The finance function is closest to all measurable outcomes and, FP&A is best positioned to help drive an outcome based organizational strategy.

Forecasting 52

Forecasting Reporting Finance Consulting 52