Smart Data Collective

AUGUST 27, 2019

This ensures customers are not at risk for security breaches or fraud. Did you know that nearly 2 million banking requests were handled by AI bots in 2017? Unless they are using AI to interact with customers daily. The bots are so human-like in the interaction, most people don’t even know they are talking to a chatbot.

Cost-Benefit 79

Cost-Benefit Interactive Finance Technology 79

Jet Global

MAY 27, 2021

However, fear of the unknown has left many companies afraid to implement a new reporting tool, yet the risk of staying with Discoverer increases day by day: Discoverer extended support ended June 2017. The longer you delay your move away from Discoverer, the greater the risk you’ll be left high and dry.

Reporting 52

Reporting Cost-Benefit Dashboards Finance 52

IBM Big Data Hub

JULY 19, 2023

The industry is under tremendous pressure to accelerate drug development at an optimal cost, automate time- and labor-intensive tasks like document or report creation to preserve employee morale, and accelerate delivery. Supply Chain: Demand forecasting, supply chain optimization, risk assessment and mitigation.

Consulting 65

Consulting Machine Learning Manufacturing Optimization 65

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. In 2013, they took a slight risk and introduced a veggie smoothie to their previously fruit-only smoothie menu. Behind the scenes. Behind the scenes.

Big Data 244

Big Data Recreation/Entertainment Analytics Data-driven 244

CIO Business Intelligence

SEPTEMBER 5, 2022

This brings its own risks to the table. We started with a serious migration from the first quarter of 2017 because a lot of our equipment was end of life, so it was an all-or-nothing approach. It took a bit longer than anticipated but by November 2017, we were almost fully across and functioning.

Data Processing 86

Data Processing Digital Transformation Finance Consulting 86

BizAcuity

APRIL 28, 2019

According to a Federal Bank report, more than $600 billion of household debt in the U.S. is delinquent as of June 30th, 2017. An improvement of 50% in debt collection was seen in just 3 months time, that too without any loss on customer interaction. Their issue at hand was to decrease the Portfolio at Risk.

Predictive Analytics 98

Predictive Analytics Analytics Big Data Data mining 98

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). “ That’s a risk in case, say, legislators – who don’t understand the nuances of machine learning – attempt to define a single meaning of the word interpret. Challenges for Transparency ”. Riccardo Guidotti, et al.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

The Unofficial Google Data Science Blog

APRIL 23, 2024

However, if we experiment with both parameters at the same time we will learn something about interactions between these system parameters. Risk and Robustness Our estimates $widehat{beta}$ of the "true'' coefficients $beta$ of our model (1) depend on the random data we observe in experiments, and they are therefore random or uncertain.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CIO Business Intelligence

MARCH 22, 2022

At Fractal, Tiwari will be responsible for the company’s digital transformation and overseeing IT operations, cybersecurity, and risk management. . He will be based in Gurugram, reporting to CEO Pratik Pota, and will have responsibility for all the digital transformation initiatives at Jubilant FoodWorks.

Internet Publishing and Broadcasting 98

Internet Publishing and Broadcasting Digital Transformation Insurance Recreation/Entertainment 98

Cloudera

MAY 18, 2021

These interactions are captured and the resulting synthetic data sets can be analysed for a number of applications, such as training models to detect emergent fraudulent behavior, or exploring “what-if” scenarios for risk management. Value-at-Risk (VaR) is a widely used metric in risk management. Intraday VaR.

Risk 95

Risk Marketing Risk Management Data-driven 95

CIO Business Intelligence

APRIL 15, 2022

In 2017, The Economist declared that data, rather than oil, had become the world’s most valuable resource. According to CIO’s State of the CIO 2022 report, 35% of IT leaders say that data and business analytics will drive the most IT investment at their organization this year. The refrain has been repeated ever since. 25 and Oct.

Analytics 144

Analytics Machine Learning Insurance Testing 144

Domino Data Lab

JANUARY 6, 2019

What are the projected risks for companies that fall behind for internal training in data science? Recently the World Economic Forum published “ The Future of Jobs Report 2018.” Another recent report by McKinsey Global Institute correlates closely with the WEF analysis. In business terms, why does this matter ?

Data Science 56

Data Science Machine Learning Reporting Visualization 56

Domino Data Lab

FEBRUARY 4, 2019

People who attended JupyterCon 2017–2018 can attest, an “industry poster session” includes an open bar, catered hors d’oeuvres, lots of mingling … to paraphrase feedback from JupyterCon, “As a tech person, would I get up extra early to meet strangers for coffee at 8:00 am? The ability to measure results (risk-reducing evidence).

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Domino Data Lab

AUGUST 8, 2019

The probabilistic nature changes the risks and process required. We face problems—crises—regarding risks involved with data and machine learning in production. Some people are in fact trained to work with these kinds of risks. Public Health Reports (2017-07-10). To wit: data science is a team sport.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Domino Data Lab

APRIL 3, 2019

Also, while surveying the literature two key drivers stood out: Risk management is the thin-edge-of-the-wedge ?for Not that I’m implying anything about current economic conditions vis-a-vis the timing of this report… #justsayin. That reduces the risks of data leaks; for example, an attacker might steal data, but it’ll be encrypted.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Peter James Thomas

AUGUST 12, 2018

A clear parallel would be credit risk in Retail Banking, but something as simple as an estimate of potentially delinquent debtors is an inherently statistical figure (albeit one that may not depend on the output of a statistical model). Unless a reported figure, or output of a model, leads to action being taken, it is essentially useless.

Metrics 49

Metrics Statistics Data Quality Measurement 49

O'Reilly on Data

APRIL 25, 2019

This, of course, is in an effort to move forward the culture of open source, from static code branches sitting in source trees to living and evolving useful systems ready for live interaction, still egalitarian and open access in nature. In 2017, the revenue opportunities exceeded $1.9 Value opportunity: Digital money.

Cost-Benefit 109

Cost-Benefit Risk Marketing Finance 109

CIO Business Intelligence

APRIL 12, 2022

Even though Nvidia’s $40 billion bid to shake up enterprise computing by acquiring chip designer ARM has fallen apart, the merger and acquisition (M&A) boom of 2021 looks set to continue in 2022, perhaps matching the peaks of 2015, according to a report from risk management advisor Willis Towers Watson.

Enterprise 142

Enterprise Technology Consulting Software 142

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. Look at all the angst heating up social media when TIOBE or RedMonk releases their reports on language rankings. But what are “trends”? And that’s unfortunate.

Machine Learning 363

Machine Learning Software Testing Technology 363

Alation

AUGUST 26, 2021

For years, analysts in enterprises had struggled to find the data they needed to build reports. Privacy, Risk and Compliance. They said, “If I’m building a report for an executive audience, to guide crucial decision making, I want to make sure the data foundations in that report are solid!”. HBR Review May/June 2017.

Metadata 64

Metadata Data Governance Dashboards Software 64