The Unofficial Google Data Science Blog

JULY 18, 2023

E ven after we account for disagreement, human ratings may not measure exactly what we want to measure. Researchers and practitioners have been using human-labeled data for many years, trying to understand all sorts of abstract concepts that we could not measure otherwise. That’s the focus of this blog post.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

CIO Business Intelligence

MAY 27, 2024

CISOs are increasingly anxious because while they realize the ax will fall on them when the inevitable breach occurs, securing boardroom support for heavy investment in preventative measures, like training, is challenging in a world where revenue is demanded for each dollar spent. “The million compared to those with lower levels.

Cost-Benefit 116

Cost-Benefit Statistics ROI Measurement 116

CIO Business Intelligence

MARCH 6, 2024

billion business, and every dollar goes through a set of business processes and applications that didn’t exist in 2017. The metrics you use to measure a cloud company are different than those you use to measure an enterprise license and maintenance company. Today, we’re a $1.6 The architecture was a means to get there.

Modeling 116

Modeling Management IT Metrics 116

Sisense

DECEMBER 27, 2019

When you compare your monthly numbers to a larger sample and comparable periods, you get a truer measure of your performance, minus elements that may be distorting your data. Comparing similar periods over time gives you a more precise measure of your company’s growth. So how do you gauge success on a longer time-scale?

KPI 96

KPI Measurement Metrics Key Performance Indicator 96

CIO Business Intelligence

MAY 29, 2024

For many, this spring’s RSA show was an energized, optimistic experience, similar to the pre-pandemic years of 2017-2019. It was truly a good use of time attending the 33rd RSA Conference in San Francisco, along with over 40,000 attendees, networking with the leading minds in the cybersecurity industry.

Machine Learning 133

Machine Learning Enterprise Data-driven Modeling 133

datapine

APRIL 14, 2022

In 2017 the company wanted to take its shopping experience one step further by creating an augmented reality app that allowed users to test a product without having to leave their homes. An article titled “ Casinos Bet Large with Big Data ” expands on how MGM uses data analysis tools to measure performance and make better business decisions.

Big Data 244

Big Data Recreation/Entertainment Analytics Data-driven 244

Occam's Razor

MAY 2, 2017

That then takes us down the very best way to answer that question, to use the five-step process to build out the Digital Marketing and Measurement Model. Let’s look at XX completely different types of business, and pick just six metrics (two each for A, B and O) that would be the very best ones to measure their digital success.

Metrics 143

Metrics Key Performance Indicator B2B Measurement 143

CIO Business Intelligence

APRIL 17, 2023

billion, a 436% increase over 2017 levels, according to McKinsey. To counter these measures, financial institutions are taking increasingly aggressive steps to identify suspicious behaviors and transactions quickly. “One The stakes for financial organizations are growing as well. In 2021, U.S. fraud losses amounted to $5.9

Digital Transformation 105

Digital Transformation Risk Management Risk Consulting 105

CIO Business Intelligence

SEPTEMBER 7, 2022

Cropin Apps, as the name suggests, comprises applications that support global farming operations management, food safety measures, supply chain and “farm to fork” visibility, predictability and risk management, farmer enablement and engagement, advance seed R&D, production management, and multigenerational seed traceability.

B2B 105

B2B Contextual Data Deep Learning IoT 105

CIO Business Intelligence

DECEMBER 9, 2022

In The Talent Delusion: Why Data, Not Intuition, Is the Key to Unlocking Human Potential , from 2017, Tomas Chamorro-Premuzic explains that “All organizations have problems and they nearly always concern people.” Having the right people, with the right skills, working on the right tasks is the key to future success.

Strategy 145

Strategy Technology Management Measurement 145

Domino Data Lab

MAY 8, 2019

Finale Doshi-Velez, Been Kim (2017-02-28) ; see also the Domino blog article about TCAV. Adrian Weller (2017-07-29). “ 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. 2018-06-21).

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

FineReport

FEBRUARY 4, 2020

After our actual measurement, it can also run on the 2017 version of the 13-inch MacBook Pro, and it takes less than ten minutes to complete the optimization: Not only 2D, more complex 3D elastomers can also be simulated: There is also a differentiable 3D fluid simulator. The first example is a differentiable elastic object simulator.

Optimization 122

Optimization Measurement Testing Publishing 122

Occam's Razor

SEPTEMBER 15, 2014

But why blame others, in this post let's focus on one important reason whose responsibility can be squarely put on your shoulders and mine: Measurement. Create a distinct mobile website and mobile app measurement strategies. Remember my stress earlier on measuring micro-outcomes?). Framing the Opportunity.

Metrics 143

Metrics Reporting Analytics Marketing 143

Smart Data Collective

MARCH 16, 2022

There were 1,862 data breaches in 2021 , which is a 20% increase from the previous record set in 2017. You have to take stringent measures to secure your data. Some security measures need to be adopted to make sure that even while you are using public hotspots, your personal information and your devices are secured.

Measurement 103

Measurement IT Risk Software 103

datapine

MAY 11, 2022

This financial analytics metric measures the value of a company’s shares compared to an industry benchmark (second variable). Keep them short and concise and always add the units of measurement. It combines a line and a bar chart to show how numeric values changed based on a second variable.

Visualization 252

Visualization Dashboards Key Performance Indicator Sales 252

Smart Data Collective

MAY 4, 2023

However, the Identity Theft Resource Center reports a 68% increase in data breaches at corporations in 2021, surpassing the previous record rise of 23% in 2017. As data breaches continue to be a serious concern, organizations need to take stringent measures to protect against them. The truth is that data breaches are as common as ever.

Risk Management 88

Risk Management Key Performance Indicator Measurement Risk 88

CIO Business Intelligence

DECEMBER 7, 2023

In 2017, the university created its Education and Research Center for Disaster Risk Reduction and Redesign that focuses on disaster relief – including disaster medicine, prevention education, and reconstruction design. So far, the solution has increased details about disaster-response risk by 40% over traditional methods.

Internet of Things 108

Internet of Things IoT Forecasting Digital Transformation 108

CIO Business Intelligence

MAY 18, 2023

Martin’s Press, 2017) by Jocko Willink and Leif Babin. To become future proof Vaidyanathan also recommends The Industries of the Future (Simon & Schuster, 2017) by Alec Ross. This title breaks teaches you to measure, predict, and build trust. “We

IT 130

IT Recreation/Entertainment Software Technology 130

O'Reilly on Data

APRIL 23, 2024

They published the original Transformer paper (not quite coincidentally called “Attention is All You Need”) in 2017, and released BERT , an open source implementation, in late 2018, but they never went so far as to build and release anything like OpenAI’s GPT line of services.

Advertising 274

Advertising Cost-Benefit Marketing Risk 274

CIO Business Intelligence

MARCH 3, 2023

Executives need to have tactical conversations regarding which domains and activity areas — aka, in AI-speak, which definable problems and measurable goals — should be targeted with which ANI resources.

Management 105

Management Forecasting Technology Measurement 105

CIO Business Intelligence

MAY 14, 2024

Voya Financial, which opted for a public-private mix when launching its digital transformation in 2018, is one organization taking a measured approach to workload placement. Just as not every application is best served by the public cloud, not every organization is as well. We have no choice.

IT 143

IT Data Processing Enterprise Modeling 143

Insight

AUGUST 29, 2019

In 2017, we expanded the location to include our Data Science program, and in early 2018, we welcomed our first Data Engineering Fellows. Jerry Chen was a Health Data Fellow in 2017 and joined Wayfair as a Senior Data Scientist on their Marketing team; he now manages the Data Science Measurement team.

Data Science 56

Data Science Machine Learning Sales Measurement 56

Smart Data Collective

AUGUST 9, 2022

The number increased 56% between 2017 and 2018. Cybersecurity experts are using data analytics and AI to identify warning signs that a firewall has been penetrated, conduct risk scoring analyses and perform automated cybersecurity measures. Fortunately, new technology can help enhance cybersecurity.

Big Data 122

Big Data Technology Testing Cost-Benefit 122

Smart Data Collective

JULY 8, 2019

between 2016 and 2017. Many businesses are shocked when there’s an injury in the workplace when everyone followed the correct safety measures. This information can be used to change safety standards or develop new employee training measures to avoid this type of issue in the future. increased by 5.3%

Big Data 78

Big Data Measurement Reporting Predictive Analytics 78

Cloudera

MARCH 30, 2022

Equifax found this out to their own cost in 2017 when they failed to protect the data of almost 150 million users globally. Making positive progress is about driving collective accountability, rebuilding policy, and focusing on proactive measures.

Data-driven 122

Data-driven Marketing Measurement Modeling 122

Cloudera

FEBRUARY 23, 2023

Since the 1990s, opioid abuse in the US skyrocketed to the point that in 2017 the Department of Health and Human Services declared the opioid crisis a public health emergency. While many of these drugs provide pain relief, the potential for misuse and outright abuse due to their addictive nature is extremely high.

Data Analytics 79

Data Analytics Analytics Data Processing Risk 79

IBM Big Data Hub

FEBRUARY 20, 2024

These proactive measures are made possible by evolving technologies designed to help people adapt to the effects of climate change today. 5 The Global Disaster Preparedness Center recommends policymakers and others adopt a range of measures to help their regions adapt to higher heat. Global Change Research Program, 2017.

Modeling 113

Modeling Forecasting Reporting Risk 113

Jet Global

OCTOBER 8, 2020

And it’s possible to become lost in the minutiae of the many different metrics available to measure an organisation’s AR capabilities. A 2017 study by FSN found that businesses which made better use of non-financial data were more than twice as likely to be able to forecast beyond the 12-month time horizon than those that didn’t.

Finance 98

Finance Reporting Forecasting Metrics 98

CIO Business Intelligence

MAY 20, 2022

That’s what some people asked of Adriana “Andi” Karaboutis, the former CIO of Dell who left the computer giant and was named National Grid’s global chief information and digital officer in 2017. All of that together is how we’re measuring the value of going to the cloud.”. Her answer? She gets to change the world.

IT 105

IT Internet of Things Digital Transformation Data Architecture 105

Domino Data Lab

MAY 20, 2021

This renders measures like classification accuracy meaningless. note that this variant “performs worse than plain under-sampling based on AUC” when tested on the Adult dataset (Dua & Graff, 2017). The use of multiple measurements in taxonomic problems. Indeed, in the original paper Chawla et al. Machine Learning, 57–78.

Machine Learning 136

Machine Learning Metrics Data mining Knowledge Discovery 136

CIO Business Intelligence

JUNE 14, 2022

As part of this mission, there’s a commitment that at least 50 of the government’s top 75 identified services across 14 departments will move to a “great” standard by 2025, against a “consistent measure of service performance”, although precisely how that will be measured has not been released. Pay and Notify.

Strategy 105

Strategy IT Digital Transformation Data Processing 105

Juice Analytics

APRIL 21, 2019

In 2017 I had the opportunity to work on an insurance industry project for the first time. Decision-Making What are the current metrics that measure business success? The challenge was to deliver the industry’s first insurance agency analytics solution. How is information currently be displayed and disseminated?

Insurance 73

Insurance Dashboards Metrics Reporting 73

AWS Big Data

NOVEMBER 13, 2024

The following criteria were considered to identify these use cases: Use cases that deliver measurable business value for Volkswagen Autoeuropa. This growth is measured by metrics such as number of data products, number of use cases onboarded into the solution, and number of users. Use cases with high AWS maturity.

Metadata 97

Metadata Data Quality Digital Transformation Data-driven 97

CIO Business Intelligence

MAY 19, 2022

For this generation, 2FA is more of a friction-inducing obstacle than a welcome security measure. According to 2017 research from Mastercard, a third of customers will simply walk away if they get locked out of their account. 3 – They forget their passwords often. Everyone, especially digital natives, is fed up with passwords.

Reporting 98

Reporting Interactive Sales Measurement 98

Occam's Razor

FEBRUARY 28, 2017

The qualitative surveys measuring unhappiness went down even more than before. You are what you measure. Bonus: Remember, you can measure profit everyday in Google Analytics! ]. Extend the above incentive purification and imagine the day-to-day behavior of your Acquisition team if you measure them based on CPH.

Key Performance Indicator 107

Key Performance Indicator Metrics Measurement Advertising 107

BizAcuity

MARCH 25, 2019

For event industry, there is a need for their operating systems to store historical data and unless they store this data, the event management company will not be able to measure or understand the revenue analytics trends. Without this information, revenue analytics are worthless.

Analytics 74

Analytics Dashboards Sales Marketing 74

CIO Business Intelligence

MAY 16, 2023

higher [in 2022] than in 2017.” Learn how to safeguard data and comply with changing laws, regulations, and operational requirements in Measuring Enterprise Information Governance Maturity. McKinsey & Company’s 2022 Global Survey on AI says , “AI adoption globally is 2.5x

Advertising 105

Advertising Recreation/Entertainment Experimentation Enterprise 105