Smart Data Collective

MAY 4, 2023

Unfortunately, there are often many weak links in the data security infrastructure, which can increase the risks of data breaches. 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.

Risk Management 77

Risk Management Key Performance Indicator Measurement Risk 77

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. I think not.

Advertising 265

Advertising Cost-Benefit Marketing Risk 265

Cloudera

NOVEMBER 1, 2022

A quick trip in the congressional time machine to revisit 2017’s Modernizing Government Technology Act surfaces some of the most salient points regarding agencies’ challenges: The federal government spends nearly 75% of its annual information technology funding on operating and maintaining existing legacy information technology systems.

Cost-Benefit 87

Cost-Benefit Data Architecture Risk IoT 87

CIO Business Intelligence

SEPTEMBER 26, 2023

That changed in 2017 when Swiss voters approved an energy act that would reduce the country’s dependency on fossil fuels by 2050. The increased transparency allows IWB to quickly mitigate risks and develop short- and long-term countermeasures. Grid feed-in characteristics were heavily dependent on solar irradiation and could fluctuate.

Machine Learning 102

Machine Learning Forecasting Measurement Data Warehouse 102

Smart Data Collective

APRIL 13, 2021

After a marginal increase in 2015, another steep rise happened in 2016 through 2017 before the volume decreased in 2018 and rose in 2019, and dropped again in 2020. Similarly, in 2018 the volume of breaches dropped to 1.257 billion (from 1.632 billion in 2017), but the records exposed dramatically increased to 471.23 million in 2017).

Testing 122

Testing Behavioral Analytics Data-driven Big Data 122

IBM Big Data Hub

FEBRUARY 8, 2024

However, it wasn’t until the 1990s that ESG considerations started to appear in mainstream investment strategies. 1 Slowly but surely, institutional investors started to recognize that companies could potentially improve financial performance and risk management by focusing on ESG issues like greenhouse gas emissions.

Measurement 81

Measurement Metrics Reporting Strategy 81

IBM Big Data Hub

FEBRUARY 20, 2024

The model could potentially be used to identify conditions that raise the risks of wildfires and predict hurricanes and droughts. The United Nations’ Intergovernmental Panel on Climate Change (IPCC) predicts people living in Africa, Australia, North America and Europe will face health risks due to rising temperatures and heat waves.

Modeling 118

Modeling Forecasting Reporting Risk 118

IBM Big Data Hub

AUGUST 1, 2023

We are bringing the power of foundation models with the availability of a GPU as a service on IBM Cloud offering to help organizations tap into artificial intelligence (AI) in a secured environment while aiming to mitigate third- and fourth-party risk.

Digital Transformation 66

Digital Transformation Risk Data Processing Enterprise 66

datapine

APRIL 14, 2022

And while a mere 22% of marketers state that they have a data-driven marketing strategy that is achieving significant results – by leveraging the right insights in the right way, success is inevitable. Doritos and Mountain Dew have both used this strategy with varying levels of success. 4) Consumers Are Deciding The Overall Menu.

Big Data 244

Big Data Recreation/Entertainment Analytics Data-driven 244

Cloudera

MARCH 3, 2022

In 2017, Anthem reported a data breach that exposed thousands of its Medicare members. Data analytics and machine learning can become a business and a compliance risk if data security, governance, lineage, metadata management, and automation are not holistically applied across the entire data lifecycle and all environments.

Data Governance 98

Data Governance Enterprise Data Quality Metadata 98

Smart Data Collective

OCTOBER 3, 2022

One study shows spending on cloud services doubled between 2017 and 2020 from $30 billion to $60 billion. More companies than ever are leveraging the cloud to boost productivity, improve customer service strategies and streamline the research and development process. Below are strategies to improve workplace productivity.

Data Processing 125

Data Processing Technology ROI Strategy 125

Jen Stirrup

FEBRUARY 1, 2023

Automation and the history of the 'blame game' Technology is often touted as the solution to automating and correcting errors in human behaviour, reducing risk. The bottleneck now is in management, implementation, and business imagination. One example was the Piper Alpha disaster which occurred in 1988.

Recreation/Entertainment 63

Recreation/Entertainment Testing Advertising Insurance 63

CIO Business Intelligence

MAY 16, 2023

To gain perspective, Iron Mountain sponsored research by Quadrant Strategies, which used digital listening technologies to study public online conversation trends among enterprise decision-makers. higher [in 2022] than in 2017.” Information governance enables enterprises to achieve strategic goals, mitigate risk, and reduce costs.

Advertising 93

Advertising Recreation/Entertainment Experimentation Enterprise 93

Jet Global

NOVEMBER 4, 2020

Although the most recent updates to the Organization for Economic Cooperation and Development (OECD) guidelines took place in 2017, some CFOs of multinational companies still don’t fully understand the implications of those changes, and how the changes affect transfer pricing at their companies. In the U.S.

Risk 98

Risk Uncertainty Sales Strategy 98

John Wheeler

JULY 15, 2019

Gartner kicked-off it’s global series of 2019 Security & Risk Management Summit Conferences last month in Washington, DC. It’s here where we receive direct feedback from both technology providers as well as end-users on emerging trends and technologies for security and risk management. Source: Gartner.

Risk Management 60

Risk Management Risk Forecasting Management 60

Smart Data Collective

DECEMBER 17, 2020

billion by 2025 , which is a remarkable 303% increase from 2017. When clinicians have an opportunity to review this data during the diagnostic process, they can create a more effective treatment strategy. The risk of medical errors is also significantly reduced. Big data is disrupting the healthcare sector in incredible ways.

Data-driven 116

Data-driven Big Data Software Risk 116

Cloudera

APRIL 7, 2021

A 2017 PWC survey of over 100 global insurance company CEOs revealed that the number one objective of these CEOs was to “get closer to their customers and to better understand their evolving needs.” With the acceleration in digital activities brought on by the pandemic, it is now about keeping momentum to move the strategy forward. .

Insurance 58

Insurance Digital Transformation Internet of Things IoT 58

O'Reilly on Data

JANUARY 22, 2019

Whether financial models are based on academic theories or empirical data mining strategies, they are all subject to the trinity of modeling errors explained below. Time-variant distributions for asset values and risks are the rule, not the exception. The Money Formula , by David Orrell and Paul Wilmott, Wiley, 2017.

Modeling 133

Modeling Finance Uncertainty Data mining 133

BizAcuity

APRIL 28, 2019

is delinquent as of June 30th, 2017. Their issue at hand was to decrease the Portfolio at Risk. With an increase in bad debts, we were approached to step in and work with the collection team to come up with better collection strategies and provide better insights on the installment loan portfolio.

Predictive Analytics 98

Predictive Analytics Analytics Big Data Data mining 98

CIO Business Intelligence

JANUARY 23, 2023

the OpenAI model on which ChatGPT is based, is an example of a transformer, a deep learning technique developed by Google in 2017 to tackle problems in natural language processing. The risk there — aside from making the internet useless to humans — is that it will pollute the very resource needed to train better AIs.

Enterprise 131

Enterprise Deep Learning Recreation/Entertainment Interactive 131

CIO Business Intelligence

SEPTEMBER 5, 2022

So Currie made the difficult decision to repatriate Murray & Roberts’ IT stack, one that required selling the business on reversing an IT strategy Currie had previously sold as M&R’s future. This brings its own risks to the table. But things didn’t go according to plan — a story not unique to South Africa or this industry.

Data Processing 91

Data Processing Digital Transformation Finance Consulting 91

BizAcuity

MARCH 25, 2019

Digital revenue (analytics and data driven) is more capital efficient than analog revenue with both requiring capital investment and engender liquidity risk. The below mentioned chart shows how Digital Revenue beats Analog Revenue according to the Gartner Data and Analytics Leadership Vision for 2017 Report.

Analytics 74

Analytics Dashboards Sales Marketing 74

IBM Big Data Hub

MAY 26, 2023

In 2017, 94% of hospitals used electronic clinical data from their EHR. With the growth in usage of digital technology and cloud in the life sciences industry, digital information is more readily available and at a greater risk for exploitation. million.

Consulting 77

Consulting Cost-Benefit Optimization Machine Learning 77

Smart Data Collective

MARCH 22, 2019

New models use the latest geographic, economic and demographic data to minimize the risk of mistakes when analyzing properties. According to the National Association of Realtors, 51% of home buyers found their ideal home online in 2017. The good news is that big data is helping them formulate more effective strategies.

Big Data 66

Big Data Cost-Benefit Marketing Strategy 66

Alation

FEBRUARY 13, 2020

In The Forrester Wave: Machine Learning Data Catalogs, 36% to 38% of global data and analytics decision makers reported that their structured, semi-structured, and unstructured data each totaled 1,000 TB or more in 2017, up from only 10% to 14% in 2016. They looked at the benefits, costs and risks associated with a data catalog investment.

ROI 52

ROI Cost-Benefit Unstructured Data Data Lake 52

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? Let’s take a closer look at how artificial intelligence is changing banking today and in the future. AI Identity Verification. This is because AI application learn over time.

Cost-Benefit 79

Cost-Benefit Interactive Finance Technology 79

Smart Data Collective

AUGUST 5, 2020

The point is that the American courtrooms have faced government pressure to reduce prison quantity but avoiding risks in crime rising. They help to create strategies regarding the areas to expand their forces most efficiently. To make the above-mentioned reality, U.S. Police Departments are taking advantage of predictive algorithms.

Risk 106

Risk Statistics Machine Learning Big Data 106

Smart Data Collective

DECEMBER 23, 2019

But while choosing open source code is important from a competitive perspective, that doesn’t mean it’s a simple or risk-free choice. If these companies don’t act fast, they could face similar blowback to what Equifax endured back in 2017. The shift towards containers is one example of this.

Software 54

Software Management Predictive Analytics Risk 54

IBM Big Data Hub

JULY 19, 2023

Supply Chain: Demand forecasting, supply chain optimization, risk assessment and mitigation. IBM has been partnering with Johnson & Johnson to fundamentally rethink their talent strategy using AI-based skills inferencing in a responsible fashion, and delivering transformation at scale for application observability using AIOPs.

Consulting 62

Consulting Machine Learning Manufacturing Optimization 62

Jet Global

SEPTEMBER 4, 2020

When Microsoft released the next generation of the product in 2017, Microsoft Dynamics 365 for Finance and Supply Chain Management (D365F&SCM) , there were some significant changes behind the scenes. Microsoft’s current strategy for D365F&SCM appears to be based on the premise that data lakes are the future of business reporting.

Data Lake 88

Data Lake OLAP Data Warehouse Unstructured Data 88

Smart Data Collective

APRIL 9, 2019

If evaluates risk factors to verify identities, prevent fraud and ensure compliance more quickly, so customers can get and deposit money as timely as possible. Providers are giving bonuses as part of an ever-evolving payment strategy. This is another area where big data is especially important.

Technology 66

Technology Big Data Cost-Benefit Risk 66

bridgei2i

JULY 28, 2020

She’s the founder and CEO of StatWeather, a company, which was recognized as number one in climate technology globally in the year, 2017, by the Energy Risk Awards. So, then we need systems, analysts, database administrators, people who can set in place, these types of backup systems for risk management. Not just that.

Enterprise 98

Enterprise Digital Transformation Insurance B2B 98

Domino Data Lab

JULY 2, 2019

For more background about program synthesis, check out “ Program Synthesis Explained ” by James Bornholt from 2015, as well as the more recent “ Program Synthesis in 2017-18 ” by Alex Polozov from 2018. A Program Synthesis Primer ” – Aws Albarghouthi (2017-04-24). A Program Synthesis Primer ” – Aws Albarghouthi (2017-04-24).

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Jen Stirrup

OCTOBER 3, 2019

The future is likely to be even more defined by the technology that is currently evolving – and if companies neglect to take a practical, thoughtful and responsible approach to implementing and developing this software, they run the risk of not being able to catch up with the consequences. . Miller, Wolf and Grodzinsky, 2017).

Technology 40

Technology Machine Learning Interactive Risk 40

CIO Business Intelligence

MARCH 22, 2022

He has assisted the top management in planning IT strategies and leveraging technologies for rationalizing manpower, enhancing organizational productivity, and improving the efficiency of operations. He brings expertise in developing IT strategy, digital transformation, AI engineering, process optimization and operations.

Internet Publishing and Broadcasting 98

Internet Publishing and Broadcasting Digital Transformation Insurance Recreation/Entertainment 98

Andrew White

JUNE 3, 2022

This was followed up in 2017 with More on How Firms Make Capital Decisions. Others may include a firms risk appetite, which might lead to self-enforced success. I have been fixated on the study for how organizations allocate capital. Most recently there was this: Yet More on Where You Spend Your Firms’ Capital Matters.

ROI 52

ROI Publishing Analytics Data Science 52

Domino Data Lab

MAY 20, 2021

propose a different strategy where the minority class is over-sampled by generating synthetic examples. This carries the risk of this modification performing worse than simpler approaches like majority under-sampling. The class imbalance problem: Significance and strategies. In their 2002 paper Chawla et al. Chawla et al.

Machine Learning 136

Machine Learning Metrics Data mining Knowledge Discovery 136