AWS Big Data

MARCH 26, 2024

A Gartner Marketing survey found only 14% of organizations have successfully implemented a C360 solution, due to lack of consensus on what a 360-degree view means, challenges with data quality, and lack of cross-functional governance structure for customer data.

Data Strategy 70

Data Strategy Strategy Data Warehouse Prescriptive Analytics 70

Cloudera

AUGUST 30, 2022

Our experience so far reveals firms are still in the early stages of understanding the operational model and the total cost of ownership related to data platforms deployed in the cloud compared to on-premise deployments. In some cases, firms are surprised by cloud storage costs and looking to repatriate data.

Strategy 105

Strategy Data Strategy ROI Cost-Benefit 105

Cloudera

NOVEMBER 18, 2020

This results in duplicate efforts and divides the business, risk, and crime teams, thereby limiting collaboration opportunities. As digital interactions increase and new payment models emerge, so too will new varieties of crime. Simudyne performs fraud simulation utilizing Agent-Based Model (ABM) generated.

Data Strategy 104

Data Strategy Strategy Machine Learning Risk 104

erwin

JANUARY 17, 2020

What is Data Modeling? Data modeling is a process that enables organizations to discover, design, visualize, standardize and deploy high-quality data assets through an intuitive, graphical interface. Data models provide visualization, create additional metadata and standardize data design across the enterprise.

Data-driven 138

Data-driven Modeling Metadata Data Governance 138

Cloudera

MARCH 25, 2021

This will surely cause headaches for organizations with operations in multiple states, each with their own data privacy regulations. Probably more well known, the EU’s GDPR serves as a model for much of the new data privacy legislation coming forward. Financial institutions and insurers understand the benefits of more data.

Data Strategy 65

Data Strategy Strategy Enterprise Insurance 65

Andrew White

JUNE 13, 2021

The focus is on the vast and growing trove of data some large technology firms are collecting, where it is stored, and what value can be gleaned from its use and analysis. Your data strategy will be out of date as a result. To readers of this blog and for many of our clients the value of data is a hot, but not new, topic.

Data Strategy 52

Data Strategy Strategy Marketing Risk 52

Anmut

MARCH 22, 2023

Data maturity models are a crucial step for any organisation looking to improve their data, informing if your current data practices are helping, or holding back, your business. ? Click the links below to navigate to different sections What are data maturity models? Why do we need data maturity models?

Measurement 52

Measurement Modeling Data Quality Data Governance 52

CIO Business Intelligence

FEBRUARY 9, 2024

Digital Athlete is a platform that leverages AI and machine learning (ML) to predict from plays and body positions which players are at the highest risk of injury. During practices, it processes around 15,000 miles of player tracking data per week — translating to more than 500 million data points.

Recreation/Entertainment 133

Recreation/Entertainment Data-driven Risk Digital Transformation 133

Smart Data Collective

MARCH 2, 2023

Therefore, it is a good idea to have predictive analytics models that account for these variables. Big data is very important for companies trying to stay afloat during a recession The economy has been uncertain in recent months and is likely to plummet in the near future. Many different factors influence demand for any product.

Big Data 81

Big Data Uncertainty Risk Data mining 81

Smart Data Collective

AUGUST 31, 2020

Various Fitness App Monetization Models. We have talked in the past about ways that big data and machine learning can reduce the mistakes made in the app development process. Here are a few models which leading app developers have adopted big data strategies to earn from their applications. Ads Monetization Model.

Data-driven 102

Data-driven Modeling Advertising Big Data 102

CIO Business Intelligence

APRIL 8, 2024

Working with partner Amazon Web Services (AWS), the NFL has developed Digital Athlete, a platform that uses computer vision and ML to predict which players are at the highest risk of injury based on plays and their body positions. The first thing is having a data strategy, having a foundation of data, and then asking questions of it.”

Analytics 104

Analytics Broadcasting Predictive Analytics Metrics 104

CIO Business Intelligence

APRIL 4, 2024

Some prospective projects require custom development using large language models (LLMs), but others simply require flipping a switch to turn on new AI capabilities in enterprise software. “AI A human reviews it to make sure it makes sense, and if it does, the AI incorporates that into the learning model,” she says.

Enterprise 132

Enterprise Cost-Benefit Forecasting Sales 132

CIO Business Intelligence

JUNE 30, 2023

It’s well acknowledged that data, when used correctly, has the potential to be a strategic growth asset driving innovation – and with the recent developments in large language models (LLM) for AI, data is really having its day in the sun. And we’ll let you in on a secret: this means nailing your data strategy.

Internet of Things 87

Internet of Things Strategy Data Strategy Risk 87

IBM Big Data Hub

MARCH 18, 2019

Support for Netezza TwinFin and Striper models will end as early as June 2019, potentially leaving business-critical data in unsupported environments. Yet there’s no need for long-time Netezza customers to take those risks. The next stage in Netezza’s evolution has already arrived.

Data Strategy 74

Data Strategy Strategy Risk Modeling 74

Andrew White

MARCH 21, 2022

I have just completed some research with the name, “Sovereign Data Strategies and What they mean to you Organization”. This is in preparation for our upcoming Data and Analytics conference series. Trying to learn about and explore the impact of a range of sovereign data strategies is both complex and fun.

Data Strategy 105

Data Strategy Strategy Measurement Marketing 105

CIO Business Intelligence

MAY 14, 2024

Like many public health agencies across the US, the King County Medical Examiner’s Office tracks drug overdose deaths to target interventions for populations at risk and save lives. During the second phase, NLP and ML models created and trained by the King County Department of IT extract the pertinent information from these digitized reports.

Deep Learning 84

Deep Learning Machine Learning Reporting Experimentation 84

CIO Business Intelligence

AUGUST 25, 2023

It’s around these four work streams that leading organizations are positioning themselves to mature their data strategies and, in doing so, answer not only today’s AI questions but tomorrow’s. He and his peers make a point of emphasizing the risks. Someone has to develop, train, and supervise the models,” he explains. “…the

Strategy 95

Strategy Data Strategy Experimentation Uncertainty 95

AWS Big Data

AUGUST 14, 2023

Taken together, the posts in this series lay out some possible operating models for data mesh within an organization. In the same way, organizations seeking to implement successful data mesh strategies must respect the nature and structure (legal, political, commercial, technology) of their organizations in their implementation.

Management 81

Management Risk Measurement Optimization 81

CIO Business Intelligence

MAY 2, 2023

The risk of derailments increases as I hear inconsistent answers or too many conflicting priorities. One recent study shows that only 50% follow a product-centric operating model focusing on customer centricity and delivering delightful customer experiences. Digital Transformation

Digital Transformation 138

Digital Transformation IT Data-driven Metrics 138

Cloudera

JANUARY 28, 2022

Then there are the more extensive discussions – scrutiny of the overarching, data strategy questions related to privacy, security, data governance /access and regulatory oversight. These are not straightforward decisions, especially when data breaches always hit the top of the news headlines.

Slice and Dice 113

Slice and Dice Cost-Benefit Risk Data Governance 113

Cloudera

OCTOBER 23, 2023

In July 2023, the Department of Defense (DoD) marked the one-year anniversary of the Chief Digital and Artificial Intelligence Office (CDAO), which brought together the DoD Chief Data Officer (CDO), Joint Artificial Intelligence Center (JAIC), Defense Digital Service (DDS), and Advancing Analytics (ADVANA) Office.

Risk 81

Risk Optimization Modeling Strategy 81

IBM Big Data Hub

MAY 15, 2024

Business leaders risk compromising their competitive edge if they do not proactively implement generative AI (gen AI). Organizations require reliable data for robust AI models and accurate insights, yet the current technology landscape presents unparalleled data quality challenges.

Cost-Benefit 71

Cost-Benefit Data Integration Data Architecture Manufacturing 71

O'Reilly on Data

MAY 14, 2020

Experimentation: It’s just not possible to create a product by building, evaluating, and deploying a single model. In reality, many candidate models (frequently hundreds or even thousands) are created during the development process. Modelling: The model is often misconstrued as the most important component of an AI product.

Management 363

Management Experimentation B2B Machine Learning 363

Ontotext

SEPTEMBER 1, 2023

Terms related to GenAI such as hallucinations and Large Language Models (LLMs) have become lingua-franca for any and every business conversation. Generative AI refers to computational models that are trained on massive amounts of text data and output in the form of text, images, video, audio, new data, and even code.

Risk 52

Risk Modeling Data Quality Data Governance 52

CIO Business Intelligence

JUNE 14, 2022

Of course, building a vision and culture around data that gets your company to that point is the trick. The first step, according to EY, is to adopt a visionary core data strategy. Such a strategy should connect how data will inform, support, and drive an organization’s short- and long-term strategic business plans.

Data Transformation 144

Data Transformation Data-driven Data Strategy Strategy 144

Cloudera

NOVEMBER 30, 2023

The Evolution of AI and LLMs Artificial intelligence (AI) and large language models (LLMs) have come a long way since their inception in the 1950s. Open-source frameworks and models provide a collaborative platform for researchers and developers, enabling them to build upon each other’s work while fostering transparency and innovation.

Risk Management 78

Risk Management Risk Strategy Modeling 78

Rocket-Powered Data Science

OCTOBER 6, 2023

In these applications, the data science involvement includes both the “learning” of the most significant patterns to alert on and the improvement of their models (logic) to minimize false positives and false negatives. Broken models are definitely disruptive to analytics applications and business operations.

Business Analytics 157

Business Analytics Prescriptive Analytics Analytics Diagnostic Analytics 157

CIO Business Intelligence

AUGUST 1, 2022

Upgrading IT and data security to reduce corporate risk was the No. As enterprises modernize with cloud, connectivity, and data, they are gravitating to technology-as-a-service models to refashion IT estates. Partner Ecosystem at Work.

Strategy 94

Strategy Cost-Benefit Risk Management 94

CIO Business Intelligence

APRIL 7, 2023

Most notably, for about 71% of IT leaders, angst about security creates a barrier to adoption, mandating that approaches, infrastructure, data strategies and security be appropriately aligned 3. Simply put, if AI is a rocket ship, data is the fuel. Overcoming GenAI challenges holds epic potential for enterprises.

Enterprise 105

Enterprise Cost-Benefit Modeling Digital Transformation 105

TDAN

JUNE 6, 2023

In the last few months, we have seen the wave of Artificial Intelligence break on the shores of wide-scale business adoption and mainstream media coverage of Large Language Models, most famously ChatGPT.

Risk 75

Risk Modeling Technology Data Governance 75

CIO Business Intelligence

APRIL 6, 2022

In all of these roles, I’ve come across patterns that enable organizations to build faster business insights and innovation with data. These patterns encompass a way to deliver value to the business with data; I refer to them collectively as the “data operating model.” Execution patterns in an operating model.

Cost-Benefit 130

Cost-Benefit Digital Transformation Data-driven Strategy 130

IBM Big Data Hub

MAY 28, 2024

Virtually every organization recognizes the power of data to enhance customer and employee experiences and drive better business decisions. Yet, as data becomes more valuable, it’s also becoming harder to protect. Data risk management To protect their data, organizations first need to know their risks.

Strategy 64

Strategy Measurement Risk Cost-Benefit 64

Alation

DECEMBER 15, 2021

This uncovers actionable intelligence, maintains compliance with regulations, and mitigates risks. Let’s explore the key steps for building an effective data governance strategy. What is a Data Governance Strategy? At the same time, it enhances data security and compliance programs. Defensive vs Offensive.

Data Governance 52

Data Governance Strategy Metadata Data Strategy 52

Cloudera

NOVEMBER 30, 2021

Some organizations have taken this as an opportunity for positive change by moving workloads to the cloud and utilizing enterprise data strategies that are key to their business resiliency. The maturity model suggests that those with clear strategies and approaches to transform their technologies are ahead of their competitors.

Enterprise 73

Enterprise Reporting Data Strategy Strategy 73

CIO Business Intelligence

JUNE 22, 2022

Modern businesses have vast amounts of data at their fingertips and are acutely aware of how enterprise data strategies positively impact business outcomes. The financial services industry has had to dedicate more resources to personalisation, fighting fraud, and reducing cloud concentration risk.

IoT 92

IoT IT Manufacturing Internet of Things 92

Cloudera

APRIL 27, 2022

Modern businesses have vast amounts of data at their fingertips and are acutely aware of how enterprise data strategies positively impact business outcomes. The financial services industry has had to dedicate more resources to personalisation, fighting fraud, and reducing cloud concentration risk.

IoT 97

IoT IT Manufacturing Internet of Things 97

CIO Business Intelligence

MARCH 11, 2022

That leaves organizations struggling to quickly identify and access the right data, impeding the ability to derive valuable insights at enterprise scale and to achieve optimal business outcomes. Companies now recognize data as a true asset, but we’re trying to force the silos to work together without having the foundation to do so in place.

Digital Transformation 82

Digital Transformation Data Strategy Enterprise Risk 82