DataRobot Blog

APRIL 29, 2022

In 2017, additional regulation targeted much smaller financial institutions in the U.S. The FDIC’s action was announced through a Financial Institution Letter, FIL-22-2017. Regardless of the technology at the disposal of the model developers or model validators, there is no replacement for a sound model governance process.

Risk 111

Risk Modeling IT Risk Management 111

CIO Business Intelligence

FEBRUARY 28, 2023

Curators and IT experts who designed the digital replica continue to enhance the platform with technologies that make it not only more widely accessible but also replete with fresh, robust content. The startup focused on federal contracts and earned its first contract with the Secret Service in 2017. And it’s working.

Metadata 98

Metadata Recreation/Entertainment Cost-Benefit Technology 98

Cloudera

JULY 11, 2021

More than ever before, girls and women are showing interest in pursuing STEM (science, technology, engineering and mathematics) careers. According to statistics by Singapore’s Ministry of Education, there has been a 3% increase in the number of women pursuing STEM university degrees from 2017 to 2019, as reported by The Straits Times. .

Sales 104

Sales Consulting Technology Statistics 104

CIO Business Intelligence

MARCH 8, 2023

Koinig saw the immense impact that technology could have on individuals and their ability to move through life. To pay for horseback riding lessons while growing up, Koinig worked in a program for children and young adults with special needs who used assistive technologies. Early in her life Ricki J. The WDNR turned 50 recently.

IT 131

IT Consulting Insurance Technology 131

Cloudera

SEPTEMBER 10, 2021

The IRS has spent more than a decade working to combat high-cost hazards, including launching a collaborative Identity Theft Tax Refund Fraud Information Sharing and Analysis Center (ISAC) pilot for the 2017 tax-filing season, advancing authentication tools and taking proactive steps in fighting business identity theft.

Machine Learning 69

Machine Learning Statistics Data-driven Big Data 69

BizAcuity

APRIL 28, 2019

is delinquent as of June 30th, 2017. And for that, they are looking up to new-age technologies. And they are even willing to dig deep into their pockets to implement some of these technologies to increase revenue, lower costs and improve their business processes. One such technology is Artificial Intelligence.

Predictive Analytics 98

Predictive Analytics Analytics Big Data Data mining 98

BizAcuity

MARCH 25, 2019

This is resulting in the largest event management companies across this sector spending more than $43 billion on revenue analytics – which is a multi-dimensional and evolving field harnessing statistics, Artificial Intelligence and other tools to identify meaningful patterns in large data sets. billion in 2015 to $21.92

Analytics 74

Analytics Dashboards Sales Marketing 74

Smart Data Collective

MARCH 28, 2019

According to Financial Regulation News, banks lost $2.2bn to fraud throughout 2016, as revealed by the most recently collated statistics. Effectively dealing with feedback is important, but can be difficult; Wells Fargo took over 8,000 complaints in 2017, for example, according to Housing Wire.

Big Data 100

Big Data Statistics Risk Management 100

Sisense

JANUARY 14, 2021

In our Partner Showcase , we highlight the amazing integrations, joint projects, and new functionalities created and sustained by working with our technology partners at companies like Billie, AWS, Google, and others. He co-founded Billie with a group of colleagues in 2017 and now leads the BI team.

Dashboards 85

Dashboards Testing Business Intelligence Interactive 85

Smart Data Collective

AUGUST 5, 2020

Specifically, they apply the examination of historical crime statistics and face-recognition technology to improve staff effectiveness. Traffic police in China are planning to start using AI-based facial recognition technology to monitor, find, build evidence, and convict offenders. Is AI Capable of Making Right Decisions?

Risk 107

Risk Statistics Machine Learning Big Data 107

Jen Stirrup

JUNE 20, 2020

My analysis is based on the Financial statements put forward by PASS using some basic metrics; until you do that piece, you can’t move forward to compare and contrast it with other data since you have not done your ‘descriptive statistical analysis’ first to ensure that the comparison is valid. Current Ratio.

Metrics 104

Metrics Business Analytics Data-driven Statistics 104

O'Reilly on Data

FEBRUARY 18, 2020

This combination of usage and search affords a contextual view that encompasses not only the tools, techniques, and technologies that members are actively using, but also the areas they’re gathering information about. Up until 2017, the ML+AI topic had been amongst the fastest growing topics on the platform. Coincidence?

Data-driven 342

Data-driven Software Statistics Marketing 342

datapine

NOVEMBER 19, 2019

In this post, we’re going to give you the 10 IT & technology buzzwords you won’t be able to avoid in 2020 so that you can stay poised to take advantage of market opportunities and new conversations alike. Exclusive Bonus Content: Download our Top 10 Technology Buzzwords! billion in 2017 to $190.61 billion by 2025.

Technology 279

Technology Internet of Things IT IoT 279

Sisense

MARCH 25, 2019

Here’s a statistic to start with: in 2017, Linux was running 90 percent of the public cloud workload. Either way, you’ll benefit from a huge developer base that’s constantly working to patch and improve the open source technology that is the Linux ecosystem. Let’s dig into this beloved OS. The Cloud (and Enterprises).

Enterprise 71

Enterprise Software IoT Cost-Benefit 71

Peter James Thomas

JUNE 20, 2019

Of course it can be argued that you can use statistics (and Google Trends in particular) to prove anything [1] , but I found the above figures striking. © Scott Adams (2017) – dilbert.com. In 2017, a survey estimated that 68 percent of American offices had low or no separation between workers. Source: Google Trends.

Cost-Benefit 55

Cost-Benefit Data Warehouse Consulting Data Science 55

CIO Business Intelligence

MAY 27, 2024

The path to securing the boardroom’s buy-in is more complex than simply having the right statistics and studies on paper,” says Dara Warn, the CEO of INE Security , a global cybersecurity training and certification provider. “To The Human Factor in Cybersecurity Cybersecurity is not just about technology; it’s about people.

Cost-Benefit 103

Cost-Benefit Statistics ROI Measurement 103

Smarten

NOVEMBER 22, 2017

Your business users can perform advanced analytics, using sophisticated tools in an easy-to-use, drag and drop interface, with no advanced skill requirement for statistical analysis, algorithms or technical knowledge.

Analytics 40

Analytics IT Business Intelligence Visualization 40

Domino Data Lab

JANUARY 6, 2019

Sharply increasing importance of skills such as technology design and programming highlights the growing demand for various forms of technology competency identified by employers surveyed for this report. Wes McKinney (2017). Aurélien Géron (2017). Hands-on Machine Learning with Scikit-Learn and TensorFlow.

Data Science 56

Data Science Machine Learning Reporting Visualization 56

CIO Business Intelligence

JUNE 14, 2022

Secure, efficient, and sustainable technology. Whitehall has expressed a desire to move to a buy once, use many times approach to technology as well as ensuring that nationally important systems are resilience tested annually. Better data to power decision making. Digital skills at scale. An “ambitious statement of intent”.

Strategy 92

Strategy IT Digital Transformation Data Processing 92

Domino Data Lab

MAY 8, 2019

Several technology conferences all occurred within four fun-filled weeks: Strata SF , Google Next , CMU Summit on US-China Innovation, AI NY , and Strata UK , plus some other events. Finale Doshi-Velez, Been Kim (2017-02-28) ; see also the Domino blog article about TCAV. Adrian Weller (2017-07-29). “ Introduction. 2018-06-21).

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Sisense

DECEMBER 3, 2019

Data is the New Oil” was coined by The Economist in May 2017 and became a mantra for organizations to drive new wealth from data. Business users can independently compare the forecast with actual values for the last period, view the respective weights of the statistical model, and change inputs to fine-tune their forecast.

Data Warehouse 90

Data Warehouse Analytics Digital Transformation Forecasting 90

O'Reilly on Data

MARCH 23, 2023

All of these models are based on a technology called Transformers , which was invented by Google Research and Google Brain in 2017. It does that very well, and that’s an important technological milestone in itself. And it can look up an author and make statistical observations about their interests. How Does It Work?

IT 271

IT Modeling Testing Risk 271

Peter James Thomas

AUGUST 12, 2018

Integrity of statistical estimates based on Data. Having spent 18 years working in various parts of the Insurance industry, statistical estimates being part of the standard set of metrics is pretty familiar to me [7]. The thing with statistical estimates is that they are never a single figure but a range. million ± £0.5

Metrics 49

Metrics Statistics Data Quality Measurement 49

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? Putting discussions about security aside, the statistics competency required to confront fairness and bias issues for machine learning models in production set quite a high bar.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

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

O'Reilly on Data

DECEMBER 9, 2019

We develop an ordinary least squares (OLS) linear regression model of equity returns using Statsmodels, a Python statistical package, to illustrate these three error types. CI theory was developed around 1937 by Jerzy Neyman, a mathematician and one of the principal architects of modern statistics. and an error term ??

Statistics 27

Statistics Uncertainty Risk Marketing 27

The Unofficial Google Data Science Blog

JULY 18, 2023

For example, Google has led breakthroughs in medical imaging technologies , using computer vision and image search to improve the diagnosis of skin and eye diseases. In what follows, assume we have a large number of items and people, so that the measures have little statistical uncertainty. Some of this data is human-labeled.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

The Unofficial Google Data Science Blog

MARCH 13, 2017

Typically, causal inference in data science is framed in probabilistic terms, where there is statistical uncertainty in the outcomes as well as model uncertainty about the true causal mechanism connecting inputs and outputs. We are all familiar with linear and logistic regression models. CoRR, 2016. [3] Goodfellow, Quoc V. Le, Andrew M.

IT 68

IT Visualization Modeling Uncertainty 68

Peter James Thomas

APRIL 9, 2019

As in 2017 , I have failed miserably in my original objective of posting this early in January. Overall the total number of articles and new pages I published exceeded 2017’s figures to claim the second spot behind 2009; our first year in business. Statistics & Data Science. Statistics & Data Science.

Data-driven 49

Data-driven Statistics Big Data Data Science 49

datapine

NOVEMBER 27, 2019

This is one of the major trends chosen by Gartner in their 2020 Strategic Technology Trends report , combining AI with autonomous things and hyperautomation, and concentrating on the level of security in which AI risks of developing vulnerable points of attacks. technologies, with online BI tools. 3) Artificial Intelligence.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

O'Reilly on Data

JANUARY 25, 2021

In this report, we look at the data generated by the O’Reilly online learning platform to discern trends in the technology industry—trends technology leaders need to follow. That may not be surprising, given the COVID-19 pandemic and the resulting changes in the technology industry. But what are “trends”? FaaS, a.k.a.

Machine Learning 363

Machine Learning Software Testing Technology 363