CIO Business Intelligence

JULY 13, 2022

Here’s the secret to creating a board presentation on cybersecurity, according to Victor Shadare, head of cybersecurity at the international publishing giant Condé Nast : “The board doesn’t have time to look at detail as such. One risk mitigation strategy is to move away from passwords to more secure protocols.

Strategy 112

Strategy Metrics Risk Risk Management 112

CIO Business Intelligence

FEBRUARY 14, 2023

To succeed with real-time AI, data ecosystems need to excel at handling fast-moving streams of events, operational data, and machine learning models to leverage insights and automate decision-making. It’s clear how these real-time data sources generate data streams that need new data and ML models for accurate decisions.

Data Strategy 103

Data Strategy Strategy Machine Learning Data-driven 103

Alation

MARCH 14, 2023

Data gathering and use pervades almost every business function these days — and it’s widely acknowledged that businesses with a clear strategy around data are best placed to succeed in competitive, challenging markets such as defence. What is a data strategy? Why is a data strategy important?

Data Strategy 52

Data Strategy Strategy Metadata Data Quality 52

O'Reilly on Data

MARCH 20, 2019

Apply fair and private models, white-hat and forensic model debugging, and common sense to protect machine learning models from malicious actors. Like many others, I’ve known for some time that machine learning models themselves could pose security risks. This is like a denial-of-service (DOS) attack on your model itself.

Modeling 219

Modeling Machine Learning Predictive Modeling Consulting 219

CIO Business Intelligence

JANUARY 25, 2024

Among their biggest concerns: exposing intellectual property through publicly available generative AI models, revealing the personal data of users to third-party vendors or service providers, and securing the AI itself from criminal hackers. A version of this story originally published on The Works. Generative AI

Strategy 81

Strategy Risk ROI Sales 81

AWS Big Data

JULY 19, 2023

You can structure your data, measure business processes, and get valuable insights quickly can be done by using a dimensional model. Amazon Redshift provides built-in features to accelerate the process of modeling, orchestrating, and reporting from a dimensional model. Declare the grain of your data.

Modeling 71

Modeling Sales Data Warehouse Snapshot 71

CIO Business Intelligence

APRIL 27, 2022

Data fabric, data cleansing and tagging, data models, containers, inference at the edge – cloud-enabled platforms are all “go-to” conversation points. This is especially true for those companies that have experienced the impact of the global pandemic, and how that stress-tested their existing business model.

Strategy 130

Strategy Data-driven Internet of Things Measurement 130

CIO Business Intelligence

MAY 24, 2024

This was one area addressed in the HP-sponsored IDC whitepaper on the benefits of integrating managed device services, published in April 2024 [1]. Adopting a Managed Device Services model significantly reduces many of these end-of-life headaches and helps ensure compliance.

Management 84

Management IT Cost-Benefit Metrics 84

Rocket-Powered Data Science

SEPTEMBER 25, 2022

I was asked by the publisher to provide an editorial review of the book “Building Industrial Digital Twins: Design, develop, and deploy digital twin solutions for real-world industries using Azure Digital Twins“, by Shyam Varan Nath and Pieter van Schalkwyk. For this, I received a complimentary copy of the book and no other compensation.

Diagnostic Analytics 216

Diagnostic Analytics Prescriptive Analytics Internet of Things IoT 216

CIO Business Intelligence

JUNE 21, 2023

New research published jointly between Pearson and ServiceNow found that AI is already affecting the tech skills needed for tomorrow’s work. How do you convince decision-makers to collaborate on linking IT strategy with business strategy?

Modeling 102

Modeling Cost-Benefit ROI Digital Transformation 102

AWS Big Data

JULY 14, 2023

The better organized the catalog is, the higher the potential for reuse and the return on investment for the services transformation strategy. The model should be able to showcase to LOBs their categories and capabilities. It is causing a ripple effect across IT organizations and shifting the way IT delivers applications and services.

Modeling 73

Modeling Visualization Reporting Measurement 73

Jet Global

JULY 15, 2021

Despite these limitations, every smart business relies upon planning, forecasting, and scenario modeling to establish reasonable parameters for understanding what the future might hold, setting a strategy for the organization, and determining which actions to take in both the short and long terms. Learn to Expect the Unexpected.

Modeling 98

Modeling Recreation/Entertainment Sales Cost-Benefit 98

AWS Big Data

MAY 1, 2024

Solution overview OneData defines three personas: Publisher – This role includes the organizational and management team of systems that serve as data sources. Use the latest data published by the publisher to update data as needed. Manage and guide metrics for the quality of data published by each publisher.

Dashboards 113

Dashboards Data-driven Publishing Cost-Benefit 113

CIO Business Intelligence

MAY 3, 2024

The LLM gives agents the ability to confirm all responses suggested by the model. Thought leader George Westerman, senior lecturer at MIT Sloan School of Management and founder of the Global Opportunity Forum, also sees customer service being a great launching point for enterprise genAI strategies. Turbo and GPT4.

Testing 135

Testing Sales Enterprise Digital Transformation 135

Cloudera

OCTOBER 20, 2021

The Bank of England has taken a leadership position in publishing disclosures related to its own progress on climate-related initiatives. Transition : the changes in asset values, business models, etc. (ex. Mandated disclosures will create additional pressure on the accuracy and confidence of such models. .

Risk 80

Risk Modeling Risk Management Measurement 80

CIO Business Intelligence

APRIL 22, 2024

Tan published a long blog post defending the changes on April 15, suggesting that consumer concerns aren’t going away. Broadcom engaged with VMware customers as it reworked a go-to-market strategy for the VMware Cloud Foundation (VCF), its comprehensive private cloud offering. What else might change?”

Marketing 105

Marketing Uncertainty Strategy Digital Transformation 105

Domino Data Lab

AUGUST 10, 2021

Models are the central output of data science, and they have tremendous power to transform companies, industries, and society. At the center of every machine learning or artificial intelligence application is the ML/AI model that is built with data, algorithms and code. The process of creating models is called modeling.

Modeling 64

Modeling IT Risk Management Deep Learning 64

Smart Data Collective

JANUARY 30, 2023

Mixed reality In times of chaos, do you really have enough funds to build test models, organize accurate product testing with clients before you start selling, or spend time and money on fixing the potential issues that may or may not occur? AI technology is also invaluable for cybersecurity.

Software 97

Software Strategy Testing Advertising 97

Rocket-Powered Data Science

JULY 6, 2021

MLOps takes the modeling, algorithms, and data wrangling out of the experimental “one off” phase and moves the best models into deployment and sustained operational phase. MLOps “done right” addresses sustainable model operations, explainability, trust, versioning, reproducibility, training updates, and governance (i.e.,

Data-driven 279

Data-driven Machine Learning IoT Deep Learning 279

Occam's Razor

JULY 13, 2017

The sixteen examples neatly fall into nine strategies I hope you’ll cultivate in your analytics practice as you create data visualizations: 1: The Simplicity Obsession. 5: What-if Analysis Models. Strategy 1: The Simplicity Obsession. Strategy 2: If Complex, Focus! Strategy 3: Venn Diagrams FTW! sharply focused 2.

Visualization 124

Visualization Strategy Interactive Statistics 124

Jedox

APRIL 21, 2020

Swift changes are forcing management to rethink operating models. This requires modeling, not casual empiricism. Scenario modeling can pinpoint potential opportunities so management can start planning today and understand drivers for change – both in their own and parallel markets. Many businesses are unprepared.

Uncertainty 52

Uncertainty Modeling Management Finance 52

Sisense

SEPTEMBER 23, 2019

However, regardless of what you will use — Postman, supertest, pytest, JMeter, mocha, Jasmine, RestAssured , or any other tools of the trade — before coming up with any test method you need to determine what to test … API test strategy. Sure, you can publish a new version of the API someday (e.g., /api/v2/),

Testing 89

Testing Strategy Modeling ROI 89

Andrew White

SEPTEMBER 2, 2020

Gartner analyst Lydia Clougherty Jones led a new Special Report that was just published. It is titled: Flip ‘Don’t Share Data’ Mantras — Introducing Gartner’s ‘Must Share Data Unless’ Data Sharing Model. Resistance to data sharing derails alignment between D&A strategies and business outcomes.

Reporting 52

Reporting Modeling Analytics Risk 52

IBM Big Data Hub

APRIL 11, 2024

These include national strategies, agendas and plans; AI coordination or monitoring bodies; public consultations of stakeholders or experts; and initiatives for the use of AI in the public sector. Non-governmental bodies are also publishing guidance useful to public sector agencies. The term governance can be slippery.

Risk 75

Risk Consulting Modeling Data Processing 75

Insight

MARCH 12, 2020

There was only one problem: literary agents, the gatekeepers of the publishing industry, kept rejecting the book?—?often Galbraith eventually opted to publish Cuckoo’s Calling through an acquaintance of sorts. but the publishing industry failed to see it. The AIgent was built with BERT, Google’s state-of-the-art language model.

Modeling 59

Modeling Metadata Publishing Sales 59

Jet Global

AUGUST 24, 2021

Enter scenario modeling. Scenario modeling is the practice of developing financial models based on several possible outcomes, and developing plans around each of those situations. Let’s look at some of the best practices for financial scenario modeling. How detailed should your scenario models be?

Modeling 52

Modeling Recreation/Entertainment Forecasting Sales 52

CIO Business Intelligence

MAY 20, 2024

The CIO position has morphed since its inception 40 years ago, shifting from a nuts-and-bolts techie job to an increasingly business- and strategy-focused executive role. IT projects also include deployment of AI-powered security solutions and other technologies that support a zero-trust security model. Foundry / CIO.com 3.

IT 134

IT Risk Management Machine Learning Risk 134

Andrew White

MARCH 21, 2022

I have just completed some research with the name, “Sovereign Data Strategies and What they mean to you Organization”. Trying to learn about and explore the impact of a range of sovereign data strategies is both complex and fun. Not least because many sovereign states don’t talk about such things as a specific or single strategy.

Data Strategy 105

Data Strategy Strategy Measurement Marketing 105

CIO Business Intelligence

MAY 13, 2024

“We know what we’re trying to achieve, because we know the business goals and objectives,” We want to grow substantially, and we want to do that with speed,” says Bilker, whose clarity on IT’s business objectives mirror the top directives CEOs are giving their CIOs, according to the 2024 State of the CIO Study from Foundry, publisher of CIO.com.

IT 121

IT Digital Transformation ROI Strategy 121

Jet Global

SEPTEMBER 22, 2022

What if modeling gives you the ability to not just have a plan A, but also to evaluate plan B, plan C, plan D, and more. What if scenario modeling is a huge asset for organizations seeking a stronger foundation for executive decisions. The Right Software Can Make “What If” Modeling Easy. Get a Demo. What to expect.

Modeling 52

Modeling Forecasting Finance Uncertainty 52

O'Reilly on Data

SEPTEMBER 19, 2023

Stage 2: Machine learning models Hadoop could kind of do ML, thanks to third-party tools. While data scientists were no longer handling Hadoop-sized workloads, they were trying to build predictive models on a different kind of “large” dataset: so-called “unstructured data.” And it was good. Context, for one.

Machine Learning 243

Machine Learning Testing Modeling Cost-Benefit 243

Rocket-Powered Data Science

MARCH 10, 2020

In their wisdom, the editors of the book decided that I wrote “too much” So, they correctly shortened my contribution by about half in the final published version of my Foreword for the book. I publish this in its original form in order to capture the essence of my point of view on the power of graph analytics.

Metadata 250

Metadata Machine Learning ROI Prescriptive Analytics 250

IBM Big Data Hub

APRIL 9, 2024

Preparing and annotating data IBM watsonx.data helps organizations put their data to work, curating and preparing data for use in AI models and applications. “For the Masters we use 290 traditional AI models to project where golf balls will land,” says Baughman. ” Watsonx.ai ” Watsonx.ai

Management 80

Management IT Machine Learning Metrics 80

O'Reilly on Data

APRIL 23, 2024

Some of those innovations, like Amazon’s cloud computing business, represented enormous new markets and a new business model. Google, for example, invented the Large Language model architecture that underlies today’s disruptive AI startups. It’s unclear whether this was a lack of imagination or a kind of “ strategy tax.”

Advertising 265

Advertising Cost-Benefit Marketing Risk 265

O'Reilly on Data

MARCH 31, 2020

This means that the AI products you build align with your existing business plans and strategies (or that your products are driving change in those plans and strategies), that they are delivering value to the business, and that they are delivered on time. Models also become stale and outdated over time.

Management 327

Management Machine Learning Experimentation Metrics 327

CIO Business Intelligence

DECEMBER 5, 2023

According to Foundry’s Digital Business Study 2023 , 91% of EMEA organisations have adopted or plan to adopt a digital-first business strategy. Consider how the Pangu model was able to predict a 10-day typhoon trajectory in 10 seconds against five hours using current methods. Cloud Computing

Manufacturing 79

Manufacturing Sales Strategy Insurance 79

IBM Big Data Hub

DECEMBER 4, 2023

IBM’s governance framework is built around four core roles within the company: The Policy Advisory Committee: senior global leaders who provide oversight of the AI Ethics Board and help to establish the company’s strategy and risk tolerance. It helps accelerate responsible, transparent and explainable AI workflows.

Consulting 76

Consulting Risk Metadata Risk Management 76