Smart Data Collective

JULY 31, 2022

Predictive analytics technology has become essential for traders looking to find the best investing opportunities. Predictive analytics tools can be particularly valuable during periods of economic uncertainty. Predictive Analytics Helps Traders Deal with Market Uncertainty. Analytics Vidhya, Neptune.AI

Predictive Analytics 145

Predictive Analytics Analytics Uncertainty Forecasting 145

Jedox

APRIL 16, 2020

Dean Boyer as a guest to the Jedox Blog for our series on “Managing Uncertainty” Mr. Boyer is a Director of Technology Services at Marks Paneth LLP, a premier accounting firm based in the United States. He shares his expertise on how an EPM solution supports managing economic uncertainty, particularly in times of crisis.

Uncertainty 94

Uncertainty Management Forecasting Visualization 94

CIO Business Intelligence

NOVEMBER 18, 2024

Data silos, lack of standardization, and uncertainty over compliance with privacy regulations can limit accessibility and compromise data quality, but modern data management can overcome those challenges. If the data volume is insufficient, it’s impossible to build robust ML algorithms.

Data-driven 111

Data-driven Machine Learning ROI Uncertainty 111

KDnuggets

FEBRUARY 8, 2024

It’s more important than ever to think long-term about the analytics partnerships you forge. Are you choosing technologies that will stand the test of time? Are you choosing companies with proven track records?

Uncertainty 128

Uncertainty Marketing Testing Technology 128

Smart Data Collective

MARCH 2, 2023

One survey from March 2020 showed that 67% of small businesses spend at least $10,000 every year on data analytics technology. Companies which require immediate business funding are using data analytics tools to research and better understand their options. In 2023, big data Is no longer a luxury.

Big Data 105

Big Data Uncertainty Risk Data mining 105

Andrew White

MAY 4, 2020

COVID-19 and the related economic fallout has pushed organizations to extreme cost optimization decision making with uncertainty. As a result, Data, Analytics and AI are in even greater demand. Demand from all these organizations lead to yet more data and analytics. The world of Data and Analytics Governance is depressing.

Uncertainty 90

Uncertainty Data Quality Consulting Predictive Modeling 90

Rocket-Powered Data Science

JULY 19, 2023

I recently saw an informal online survey that asked users which types of data (tabular, text, images, or “other”) are being used in their organization’s analytics applications. The results showed that (among those surveyed) approximately 90% of enterprise analytics applications are being built on tabular data.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

Smart Data Collective

FEBRUARY 14, 2023

One of the biggest is that more financial institutions are using predictive analytics tools to assist with asset management. Predictive Asset Analytics, Riskalyze and Altruist are some of the tools that use predictive analytics to improve asset management for both individual and institutional investors.

Predictive Analytics 132

Predictive Analytics Management Analytics Uncertainty 132

Smart Data Collective

OCTOBER 6, 2023

Data analytics technology has helped retail companies optimize their business models in a number of ways. One of the biggest benefits of data analytics is that it helps companies improve stability during times of uncertainty. There are a number of huge benefits of using data analytics to identify seasonal trends.

Management 130

Management Analytics Predictive Analytics Cost-Benefit 130

O'Reilly on Data

MARCH 31, 2020

Machine learning adds uncertainty. Underneath this uncertainty lies further uncertainty in the development process itself. There are strategies for dealing with all of this uncertainty–starting with the proverb from the early days of Agile: “ do the simplest thing that could possibly work.”

Management 363

Management Machine Learning Experimentation Metrics 363

Rocket-Powered Data Science

FEBRUARY 15, 2023

Those F’s are: Fragility, Friction, and FUD (Fear, Uncertainty, Doubt). Most of these rules focus on the data, since data is ultimately the fuel, the input, the objective evidence, and the source of informative signals that are fed into all data science, analytics, machine learning, and AI models.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

Occam's Razor

APRIL 8, 2013

This thought was in my mind as I was reading Lean Analytics a new book by my friend Alistair Croll and his collaborator Benjamin Yoskovitz. In this post, we’ll look at each of the four steps in the Lean Analytics Cycle in more detail. Let’s look at some case studies that will really help to drive the Lean Analytics Cycle home.

Metrics 157

Metrics KPI Analytics Key Performance Indicator 157

Smart Data Collective

AUGUST 19, 2021

Increasing the bottom line through content marketing and analytics. This is where analytics comes in. When you use analytics tools such as Google Analytics, Semrush, Moz, and Kissmetrics, you can easily track your marketing goals. How can analytics improve your content marketing? Increase retention rate.

Marketing 134

Marketing Analytics Measurement Optimization 134

CIO Business Intelligence

FEBRUARY 3, 2023

as there’s lower advertising spend, there’s less analytics and compute on advertising spend as well,” Olsavsky said, according to a Motley Fool transcript. The slowdown in spending, according to Olsavsky, is impacting all industries with financial services, cryptocurrency and advertising being particularly sluggish. “…as

Uncertainty 98

Uncertainty Advertising Optimization Reporting 98

CIO Business Intelligence

NOVEMBER 1, 2024

One of the firm’s recent reports, “Political Risks of 2024,” for instance, highlights AI’s capacity for misinformation and disinformation in electoral politics, something every client must weather to navigate their business through uncertainty, especially given the possibility of “electoral violence.” “The

IT 122

IT Insurance Consulting Risk 122

Andrew White

FEBRUARY 23, 2021

The D&A trends for 2021 covered in this research can help organizations respond to change, uncertainty and the opportunities they bring over the next three years. To deal with unprecedented levels of business complexity and uncertainty, organizations must improve their ability to accelerate accurate and highly contextualized decisions.

Analytics 90

Analytics Uncertainty Machine Learning Modeling 90

Smart Data Collective

FEBRUARY 4, 2021

With increasing uncertainty and evolving consumer demand, running a business seems like an enormous challenge. Here are seven incredible small business expense tracking tips for effective cash flow management with data analytics tools. Data analytics has proven to be surprisingly effective at tracking and managing business expenses.

Data Analytics 141

Data Analytics Analytics Cost-Benefit Big Data 141

CIO Business Intelligence

NOVEMBER 1, 2024

One of the firm’s recent reports, “Political Risks of 2024,” for instance, highlights AI’s capacity for misinformation and disinformation in electoral politics, something every client must weather to navigate their business through uncertainty, especially given the possibility of “electoral violence.” “The

IT 105

IT Insurance Consulting Risk 105

Sisense

MAY 31, 2021

You’ve decided you want to put data and analytics into your product, service, or experience. This kind of functionality isn’t just a “nice to have” anymore; users of all kinds demand it, and customer-facing analytics are revolutionizing businesses in every industry. So you already know you need analytics in your product.

Analytics 105

Analytics Uncertainty Visualization Risk 105

BizAcuity

MARCH 18, 2019

Credit scoring systems and predictive analytics model attempt to quantify uncertainty and provide guidance for identifying, measuring and monitoring risk. Benefits of Predictive Analytics in Unsecured Consumer Loan Industry. Predictive Analytics enhances the Lending Process.

Predictive Analytics 83

Predictive Analytics Analytics Data mining Cost-Benefit 83

IBM Big Data Hub

SEPTEMBER 11, 2018

Today's manufacturing organizations operate in a dynamic environment characterized by increased complexity and uncertainty. Prescriptive analytics helps companies see where process improvements could have the biggest, most immediate impact on their bottom line.

Prescriptive Analytics 78

Prescriptive Analytics Manufacturing ROI Uncertainty 78

Jedox

APRIL 16, 2020

Dean Boyer as a guest to the Jedox Blog for our series on “Managing Uncertainty” Mr. Boyer is a Director of Technology Services at Marks Paneth LLP, a premier accounting firm based in the United States. He shares his expertise on how an EPM solution supports managing economic uncertainty, particularly in times of crisis.

Uncertainty 52

Uncertainty Management Forecasting Visualization 52

CIO Business Intelligence

APRIL 28, 2022

Right from the start, auxmoney leveraged cloud-enabled analytics for its unique risk models and digital processes to further its mission. Particularly in Asia Pacific , revenues for big data and analytics solutions providers hit US$22.6bn in 2020 , with financial services companies ranking among their biggest clients.

Analytics 98

Analytics Insurance Big Data Uncertainty 98

Smart Data Collective

APRIL 20, 2020

With the Coronavirus pandemic, the world has been thrown into complete uncertainty. According to a new study called Global Big Data Analytics in the Energy Sector Market, provides a comprehensive look at the industry. Effects of Analytics. Analytics will become integral to our lives. The Future of Data.

Forecasting 126

Forecasting Uncertainty Big Data Marketing 126

O'Reilly on Data

JANUARY 22, 2019

All models, therefore, need to quantify the uncertainty inherent in their predictions. Yet, finance textbooks, programs, and professionals continue to use the normal distribution in their asset valuation and risk models because of its simplicity and analytical tractability. Let’s consider a specific example of interest rates.

Modeling 207

Modeling Finance Uncertainty Data mining 207

Jedox

APRIL 21, 2020

In the face of unprecedented uncertainty, the question is how to quickly evaluate risk, opportunities and competitively allocate capital. To understand the marginal impact of changes you need an analytical framework that measures shifts from baseline scenarios. In the face of uncertainty, investor relations are paramount.

Uncertainty 52

Uncertainty Modeling Management Finance 52

DataKitchen

DECEMBER 7, 2023

These challenges lead to poor quality analytics and frustrated end users. The uncertainty of not knowing where data issues will crop up next and the tiresome game of 'who's to blame' when pinpointing the failure. Getting your data reliable is a start, but many other problems arise even if your data could be better.

Uncertainty 130

Uncertainty Data Quality Dashboards Analytics 130

Sisense

APRIL 6, 2020

Your data teams and analytic platforms will be key to navigating times of growing uncertainty. Below we explore the evolving needs of data and analytics through the lens of crisis management in the retail industry. Tracking rapidly changing circumstances. Responding to volatility in both supply and demand.

Analytics 98

Analytics Dashboards KPI Data-driven 98

IBM Big Data Hub

MAY 19, 2020

With COVID-19 and the current market uncertainty, every business leader is under unprecedented pressure to cut their expenses while still ensuring business continuity - no one, more so than the CIO.

Uncertainty 119

Uncertainty IT Marketing Data Analytics 119

Sisense

MARCH 24, 2020

We provide actionable advice around how organizations, and ultimately the builders of data and analytic apps, are adapting to meet these changes. They understood the need to maintain momentum in their analytics program in the face of an overwhelming crisis. One area they refused to cut, however, was their business intelligence program.

Analytics 94

Analytics Sales Forecasting Business Intelligence 94

CIO Business Intelligence

AUGUST 15, 2024

For instance, the increasing cost of capital has affected access to and use of money across all sectors; an increasing regulatory focus on competition and industry dynamics has driven increased scrutiny as a critical factor for uncertainty; geopolitical uncertainties, including unprecedented conflicts across many regions, have forced delays.

Uncertainty 111

Uncertainty Risk Strategy Cost-Benefit 111

Srividya Sridharan

SEPTEMBER 3, 2020

And data, analytics, and AI are going to drive this future. These capabilities are becoming more crucial to stay ahead of uncertainty and change and get smarter about every aspect of your business: your customers, your suppliers and partners, your competitors, your employees, your processes, your operations, and your markets.

Data Strategy 108

Data Strategy Strategy Uncertainty Marketing 108

Cloudera

JUNE 1, 2021

Integration between lifecycle analytic functions matters. The mission is to “Make data and analytics easy and accessible, for everyone.” The analytics we deliver must be easy to use for both IT practitioners and line of business users. Hybrid cloud matters. Multi-cloud matters. Consistent security and governance matters.

Uncertainty 144

Uncertainty Cost-Benefit Risk Strategy 144

CIO Business Intelligence

DECEMBER 5, 2024

AI faces a fundamental trust challenge due to uncertainty over safety, reliability, transparency, bias, and ethics. SAS and Intel have forged a partnership that integrates high-performance computing hardware with advanced analytics software to drive sustainability, energy efficiency, and cost-effectiveness.

Cost-Benefit 59

Cost-Benefit Uncertainty Marketing Risk 59

CIO Business Intelligence

FEBRUARY 20, 2025

The new requirements will include creative and analytical thinking, technical skills, a willingness to engage in lifelong learning and self-efficacy. While data tends to be used in tactical-operational areas such as HR reporting and controlling, there is still room for improvement in the strategic area of people analytics.

Big Data 84

Big Data Measurement Visualization Machine Learning 84

CIO Business Intelligence

SEPTEMBER 2, 2022

What may not be as obvious is the company’s investments and activities in advanced analytics, digital manufacturing, electrification, intelligent products as well as autonomy and active safety, that are being applied in vehicles today and may one day be used by NASA as it returns to the moon with its planned sustained human exploration project.

Uncertainty 98

Uncertainty Manufacturing Data-driven Business Intelligence 98

CIO Business Intelligence

SEPTEMBER 2, 2022

What may not be as obvious is the company’s investments and activities in advanced analytics, digital manufacturing, electrification, intelligent products as well as autonomy and active safety, that are being applied in vehicles today and may one day be used by NASA as it returns to the moon with its planned sustained human exploration project.

Uncertainty 98

Uncertainty Manufacturing Data-driven Business Intelligence 98