O'Reilly on Data

SEPTEMBER 15, 2021

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. There was a lot of uncertainty about stability, particularly at smaller companies: Would the company’s business model continue to be effective? Would your job still be there in a year? Executive Summary. Demographics.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

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 The biggest challenge is data.

IT 122

IT Insurance Consulting Risk 122

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 The biggest challenge is data.

IT 105

IT Insurance Consulting Risk 105

O'Reilly on Data

OCTOBER 13, 2020

Similarly, in “ Building Machine Learning Powered Applications: Going from Idea to Product ,” Emmanuel Ameisen states: “Indeed, exposing a model to users in production comes with a set of challenges that mirrors the ones that come with debugging a model.”. Proper AI product monitoring is essential to this outcome. I/O validation.

Management 314

Management Machine Learning Metrics Modeling 314

O'Reilly on Data

FEBRUARY 11, 2020

We suspected that data quality was a topic brimming with interest. The responses show a surfeit of concerns around data quality and some uncertainty about how best to address those concerns. Key survey results: The C-suite is engaged with data quality. Data quality might get worse before it gets better.

Data Quality 363

Data Quality Metadata Data Governance Publishing 363

CIO Business Intelligence

FEBRUARY 20, 2025

Making decisions based on data To ensure that the best people end up in management positions and diverse teams are created, HR managers should rely on well-founded criteria, and big data and analytics provide these. Kastrati Nagarro The problem is that many companies still make little use of their data.

Big Data 84

Big Data Measurement Visualization Machine Learning 84

Sisense

JULY 6, 2020

Analytics and data are changing every facet of our world. In The State of BI & Analytics , we expand on our original research, keeping you ahead of the curve on the world of analytics, data, and business intelligence. When forced to make important decisions, business leaders use data to chart a course.

Data-driven 81

Data-driven Uncertainty Reporting Predictive Analytics 81

CIO Business Intelligence

NOVEMBER 14, 2022

Decision support systems definition A decision support system (DSS) is an interactive information system that analyzes large volumes of data for informing business decisions. A DSS leverages a combination of raw data, documents, personal knowledge, and/or business models to help users make decisions.

Data mining 144

Data mining Data-driven Statistics OLAP 144

CIO Business Intelligence

JUNE 7, 2024

-based company, which claims to be the top-ranked supplier of renewable energy sales to corporations, turned to machine learning to help forecast renewable asset output, while establishing an automation framework for streamlining the company’s operations in servicing the renewable energy market.

IT 128

IT Forecasting Machine Learning Modeling 128

The Unofficial Google Data Science Blog

DECEMBER 14, 2021

by AMIR NAJMI & MUKUND SUNDARARAJAN Data science is about decision making under uncertainty. Some of that uncertainty is the result of statistical inference, i.e., using a finite sample of observations for estimation. But there are other kinds of uncertainty, at least as important, that are not statistical in nature.

Uncertainty 56

Uncertainty Statistics Measurement Cost-Benefit 56

CIO Business Intelligence

NOVEMBER 15, 2022

Responsible investment Gartner’s latest data from its board of directors survey shows that its top focus area is the economy, but IT for sustainable growth does at least hint at CEOs, boardrooms and CIOs being in unison about marrying financial performance with environmental impact.

Digital Transformation 143

Digital Transformation Machine Learning Experimentation Data-driven 143

Smart Data Collective

APRIL 18, 2019

There’s no question that the term is popping up everywhere as enterprises yearn to turn big data into a competitive edge. Everyone wants to leverage machine learning, behavior analytics, and AI so IT teams can “up the ante” against attackers. Uncertainties are a major roadblock in automating cybersecurity. Final Thoughts.

Behavioral Analytics 97

Behavioral Analytics Advertising Uncertainty Machine Learning 97

erwin

AUGUST 13, 2020

Technology Disruption : How do we focus on innovation while leveraging existing technology, including artificial intelligence, machine learning, cloud and robotics? Compliance and Legislation : How do we manage uncertainty around legislative change (e.g., big data, analytics and insights)?

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

Domino Data Lab

JUNE 2, 2019

Co-chair Paco Nathan provides highlights of Rev 2 , a data science leaders summit. We held Rev 2 May 23-24 in NYC, as the place where “data science leaders and their teams come to learn from each other.” Nick Elprin, CEO and co-founder of Domino Data Lab. Introduction. Image Provided Courtesy of A.Spencer of Domino.

Data Science 110

Data Science Data-driven Machine Learning Modeling 110

CIO Business Intelligence

JANUARY 9, 2023

Economic uncertainty Organizations are concerned about multiple economic forces that are all causing uncertainty, says Srinivas Mukkamala, chief product officer at Ivanti. How do you future-proof your business in the face of so much uncertainty?

IT 145

IT Uncertainty Cost-Benefit Digital Transformation 145

CIO Business Intelligence

SEPTEMBER 2, 2022

Tim Scannell: Data is a major focus of most IT organizations today — collecting it from a variety of sources, transforming it into business intelligence, getting it into the hands of the right people within the organization. How extensive is your data-driven strategy today? Khare: I look at uncertainty at two tiers.

Uncertainty 98

Uncertainty Manufacturing Data-driven Business Intelligence 98

CIO Business Intelligence

SEPTEMBER 2, 2022

Tim Scannell: Data is a major focus of most IT organizations today — collecting it from a variety of sources, transforming it into business intelligence, getting it into the hands of the right people within the organization. How extensive is your data-driven strategy today? Khare: I look at uncertainty at two tiers.

Uncertainty 98

Uncertainty Manufacturing Data-driven Business Intelligence 98

Timo Elliott

JANUARY 4, 2021

With advanced analytics, flexible dashboarding and effective data visualization, FP&A storytelling has become both an art and science. You can watch the webinar here (registration required) to learn how to conduct FP&A storytelling in order to enhance fact-based decision making. First, because uncertainty exploded.

Dashboards 139

Dashboards Visualization Data-driven Forecasting 139

Jen Stirrup

NOVEMBER 15, 2022

Why do organizations get stuck with their data? Often, this problem can be due to the organization concentrating solely on technology and data. However, organizations can be supported by a synergistic approach by integrating systems thinking with the data strategy and technical perspective. It is such a fundamental question.

Data Science 145

Data Science Digital Transformation Data-driven Measurement 145

Cloudera

AUGUST 20, 2020

It’s been a year filled with disruption and uncertainty. Businesses had to literally switch operations, and enable better collaboration and access to data in an instant — while streamlining processes to accommodate a whole new way of doing things. One day we were all going to the office, and the next we were working from home.

Enterprise 121

Enterprise Experimentation Uncertainty Deep Learning 121

CIO Business Intelligence

JUNE 8, 2022

Digital disruption, global pandemic, geopolitical crises, economic uncertainty — volatility has thrown into question time-honored beliefs about how best to lead IT. Thriving amid uncertainty means staying flexible, he argues. . CIOs need to understand the data behind the success or failure of technology,” Chandarana says.

IT 133

IT Cost-Benefit Uncertainty Digital Transformation 133

Smart Data Collective

MAY 3, 2021

Big data has played a huge role in the evolution of employment models. Big data has made the gig economy stronger than ever and helped many people find new employment. Data savvy freelancers that understand concepts like self-tracking can get a lot more value out of their work. 2 Saves time and cost with machine learning.

Big Data 130

Big Data Data mining Cost-Benefit Insurance 130

Domino Data Lab

JUNE 23, 2019

Pete Skomoroch ’s “ Product Management for AI ”session at Rev provided a “crash course” on what product managers and leaders need to know about shipping machine learning (ML) projects and how to navigate key challenges. Be aware that machine learning often involves working on something that isn’t guaranteed to work.

Management 110

Management Machine Learning Experimentation Metrics 110

Cloudera

MARCH 2, 2018

If you do an internet search for ‘data-driven disruption’ you can find articles about almost every industry being disrupted by digitalisation and new applications of data. While there are instances of data-driven efforts in the nonprofit sector, they are not as widespread as they can be.

Data-driven 43

Data-driven Prescriptive Analytics Machine Learning Descriptive Analytics 43

Jet Global

DECEMBER 10, 2020

To implement AI, you need four main resources: an algorithm, at least 15 years of data, massive amounts of data over that time period, and a way to test the algorithm and get feedback on its accuracy. It’s part of a mixed bag of tools that we use for data collection, tracking, reporting, and analysis.

Uncertainty 52

Uncertainty Technology Finance Business Intelligence 52

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

by THOMAS OLAVSON Thomas leads a team at Google called "Operations Data Science" that helps Google scale its infrastructure capacity optimally. In conferences and research publications, there is a lot of excitement these days about machine learning methods and forecast automation that can scale across many time series.

Forecasting 115

Forecasting Data Science Statistics Uncertainty 115

CIO Business Intelligence

OCTOBER 26, 2023

While there is little doubt that companies have been cutting back on expenses generally in response to economic uncertainty, startups in particular have been feeling the pain of contracting budgets and reluctant investors. When we asked what’s driving that consolidation, finance-driven reasons were close to – but not at – the top.

IT 128

IT Cost-Benefit Data-driven Manufacturing 128

Cloudera

JULY 15, 2021

We recently hosted a roundtable focused on o ptimizing risk and exposure management with data insights. In this session we explored what firms are doing to approach the uncertainty with more predictability. The group was unanimous in the potential of Machine Learning and AI – “it is the way of the future”.

Risk 100

Risk Optimization Management Insurance 100

CIO Business Intelligence

DECEMBER 4, 2023

I use the word “content” rather than “data” here deliberately. All AI thrives on data, but generative AI applications can readily be built against the documents, emails, meeting transcripts, and other content that knowledge workers produce as a matter of course. Artificial Intelligence, Machine Learning

Uncertainty 104

Uncertainty Strategy Data-driven Machine Learning 104

CIO Business Intelligence

APRIL 28, 2022

Its success is one of many instances illustrating how the financial services industry is quickly recognizing the benefits of data analytics and what it can offer, especially in terms of risk management automation, customized experiences, and personalization. . compounded annual growth from 2019 to 2024. .

Analytics 98

Analytics Insurance Big Data Uncertainty 98

Cloudera

SEPTEMBER 29, 2021

In a world rife with uncertainty, governments need to ensure that their citizens’ health and well-being are taken care of even as they seek to keep their economies afloat. Among the use cases for the government organizations that we are working on is one which leverages machine learning to detect fraud in payment systems nationwide.

Digital Transformation 83

Digital Transformation Data Governance Data-driven Machine Learning 83

Cloudera

JULY 12, 2022

Cloudera has appointed Remus Lim as vice president of Asia Pacific and Japan, to drive adoption of the hybrid data platform across the region and support customers in their journey to become more data-driven. Data volumes and data sources continue to expand at breakneck speed.

Data-driven 107

Data-driven Uncertainty Data Architecture Machine Learning 107

CIO Business Intelligence

FEBRUARY 23, 2023

The steady march toward every app doing some data-driven work on behalf of the customer in the very moment that it matters most—whether that’s a spot-on “next best action” recommendation or a delivery time guarantee—isn’t going to stop. Netflix uses session data to customize the artwork you see in real time.

Uncertainty 98

Uncertainty Strategy Data-driven Machine Learning 98

Sisense

OCTOBER 6, 2020

Digging into quantitative data Why is quantitative data important What are the problems with quantitative data Exploring qualitative data Qualitative data benefits Getting the most from qualitative data Better together. Almost every modern organization is now a data-generating machine.

Statistics 98

Statistics Unstructured Data Data-driven Visualization 98

CIO Business Intelligence

JULY 13, 2022

Cloudera has appointed Remus Lim as vice president of Asia Pacific and Japan, to drive adoption of the hybrid data platform across the region and support customers in their journey to become more data-driven. Data volumes and data sources continue to expand at breakneck speed.

Data-driven 98

Data-driven Uncertainty Data Architecture Machine Learning 98

Cloudera

NOVEMBER 18, 2021

With so many impactful and innovative projects being carried out by our customers using the Cloudera platform, selecting the winners of our annual Data Impact Awards (DIA) is never an easy task. So, without further ado, it is with great delight that we officially publish the 2021 Data Impact Award winners! Data Lifecycle Connection.

Data Lake 77

Data Lake Cost-Benefit Digital Transformation Risk 77

CIO Business Intelligence

FEBRUARY 14, 2024

While the past few years have left us with a business landscape scarred by the impact of economic and geopolitical uncertainties, the current AI movement has become a rocket ship for significant transformative changes set to accelerate new opportunities. That’s why business and tech leaders must build for the future now.

Data-driven 72

Data-driven Uncertainty Enterprise Data Warehouse 72