CIO Business Intelligence

JUNE 14, 2023

Getting the technology right can be challenging but building the right team with the right skills to undertake data initiatives can be even harder — a challenge reflected in the rising demand for big data and analytics skills and certifications. The number of data analytics certs is expanding rapidly.

Big Data 126

Big Data Data Analytics Analytics Predictive Modeling 126

Occam's Razor

AUGUST 13, 2012

The questions reveal a bunch of things we used to worry about, and continue to, like data quality and creating data driven cultures. Yehoshua Coren: Best ways to measure user behavior in a multi-touch, multi-device digital world. What's possible to measure. What's not possible to measure.

Modeling 125

Modeling Metrics Data Quality Data-driven 125

datapine

JANUARY 31, 2022

Because things are changing and becoming more competitive in every sector of business, the benefits of business intelligence and proper use of data analytics are key to outperforming the competition. Ultimately, business intelligence and analytics are about much more than the technology used to gather and analyze data. The results?

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

CIO Business Intelligence

AUGUST 14, 2024

“My biggest recommendation would be to concentrate on data security and classification, create a data leakage report and make sure you understand the bounding of the user group you’re enabling this function on,” he says. Measuring costs and value The other major issue with gen AI is the price. It’s a very different beast.”

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

Domino Data Lab

JUNE 23, 2019

Skomoroch proposes that managing ML projects are challenging for organizations because shipping ML projects requires an experimental culture that fundamentally changes how many companies approach building and shipping software. These measurement-obsessed companies have an advantage when it comes to AI.

Management 110

Management Machine Learning Experimentation Metrics 110

Ontotext

FEBRUARY 14, 2024

How do you measure its utility? If you ask it to generate a response, and maybe it hallucinates, you can then constrain the response it gives you, from the well-curated data in your graph. Data quality Knowledge graphs thrive on clean, well-structured data, and they rely on accurate relationships and meaningful connections.

Recreation/Entertainment 105

Recreation/Entertainment Data Integration Modeling Data Quality 105

Occam's Razor

NOVEMBER 13, 2009

The best WA report, segmentation, site search, SEO & PPC analysis, email, rich media, cookies, data sampling. Chapter 5 The Key to Glory: Measuring Success. If I have one jihad it is to massively convert every person who touches the web to focus on measuring Outcomes! I am out of breath! Glory will be yours!! It was hard.

Analytics 71

Analytics Metrics Measurement Testing 71

Ontotext

JULY 6, 2023

It incorporates the knowledge of Subject Matter Experts and ensures accurate sentiment measurements. Experimentation with different technical analysis services becomes possible. Being able to provide a comprehensive understanding of market dynamics through sentiment measurement is crucial.

Cost-Benefit 52

Cost-Benefit Metadata Experimentation Risk 52

Alation

SEPTEMBER 28, 2022

DataOps strategies share these common elements: Collaboration among data professionals and business stakeholders. Easy-to-experiment data development environment. Automated testing to ensure data quality. There are many inefficiencies that riddle a data pipeline and DataOps aims to deal with that. Embrace change.

Cost-Benefit 52

Cost-Benefit Data Quality Manufacturing Testing 52

CIO Business Intelligence

MAY 21, 2025

Synthetic data ought to help preserve privacy, speed up development, and be more cost effective for long-tail scenarios enterprises couldnt otherwise tackle, she adds. It can even be used for controlled experimentation, assuming you can make it accurate enough.

Statistics 64

Statistics Testing Modeling Risk 64

O'Reilly on Data

JULY 28, 2020

Without clarity in metrics, it’s impossible to do meaningful experimentation. AI PMs must ensure that experimentation occurs during three phases of the product lifecycle: Phase 1: Concept During the concept phase, it’s important to determine if it’s even possible for an AI product “ intervention ” to move an upstream business metric.

Marketing 364

Marketing Experimentation Metrics Testing 364

Occam's Razor

AUGUST 22, 2011

Key To Your Digital Success: Web Analytics Measurement Model. Be data driven?" " Measuring Incrementality: Controlled Experiments to the Rescue! Barriers To An Effective Web Measurement Strategy [+ Solutions!]. Slay The Analytics Data Quality Dragon & Win Your HiPPO's Love!

KPI 125

KPI Metrics Measurement ROI 125

Occam's Razor

DECEMBER 12, 2016

Data quality plays a role into this. And, most of the time, regardless of the size of the size of the company, you only know your code is not working post-launch when data is flowing in (not!). You got me, I am ignoring all the data layer and custom stuff! Digital Marketing & Measurement Model. That's it.

Analytics 142

Analytics Data-driven Strategy Consulting 142

Domino Data Lab

FEBRUARY 4, 2019

We’ll unpack curiosity as a core attribute of effective data science, look at how that informs process for data science (in contrast to Agile, etc.), and dig into details about where science meets rhetoric in data science. That body of work has much to offer the practice of leading data science teams.

Data Science 66

Data Science Experimentation Machine Learning Data-driven 66

CIO Business Intelligence

OCTOBER 18, 2024

CIOs view gen AI as a technology that is here to stay, and they are excited about innovating with it, but it will take time and extensive experimentation to deliver value from AI responsibly. First, CIOs — like so many in the IT industry — lack the experience to know what gen AI can actually do. What’s the plan? What’s the solution?

Experimentation 144

Experimentation Enterprise Technology Finance 144

CIO Business Intelligence

APRIL 22, 2025

Developing a clear AI strategy is no longer optional, leaders must align AI initiatives with business goals, ensure data quality and governance and focus on ethical, explainable and sustainable AI practices. IT leaders must foster an environment of experimentation and agility, where continuous innovation is the norm, not the exception.

Technology 106

Technology Uncertainty Experimentation Risk Management 106

CIO Business Intelligence

FEBRUARY 5, 2025

Half of CFOs say they plan to cut AI funding if it doesnt show measurable ROI within a year, according to a global survey from accounts payable automation firm Basware, which included 400 CFOs and finance leaders. This requires not only selecting the right projects but also clearly defining how success can be measured.

Cost-Benefit 117

Cost-Benefit ROI Metrics Measurement 117

CIO Business Intelligence

MAY 6, 2025

There are several consistent patterns Ive observed across transformation programs, and they often fall into one of four categories: data quality, data silos, governance gaps and cloud cost sprawl. Whats worse, poor quality undermines trust, and once thats gone, its hard to win back stakeholders.

Prescriptive Analytics 78

Prescriptive Analytics Predictive Analytics Descriptive Analytics ROI 78