KDnuggets

NOVEMBER 11, 2021

To identify a better approach, we need to take a step back and determine what problem is actually trying to be solved. The notion of self-service BI tools caught an expectation that they could provide a magic formula for easily helping everyone understand all the data. But, such an end-result isn't occurring in practice.

IT 72

IT Analytics 72

O'Reilly on Data

APRIL 9, 2024

Generative AI will be used to create more and more software; AI makes mistakes and it’s difficult to foresee a future in which it doesn’t; therefore, if we want software that works, Quality Assurance teams will rise in importance. What does “testing” mean when the test suite itself may have bugs? But what about AI?

Testing 191

Testing Software Sales Marketing 191

O'Reilly on Data

MARCH 26, 2024

We have many current and future copyright challenges: training may not infringe copyright, but legal doesn’t mean legitimate—we consider the analogy of MegaFace where surveillance models have been trained on photos of minors, for example, without informed consent. Because, in some sense, hallucination is all LLMs do.

Modeling 273

Modeling Machine Learning Risk Advertising 273

Analytics Vidhya

FEBRUARY 20, 2024

Do you spend hours putting your deck together? In this guide, we’ll explore how you can use Tome AI, a powerful tool fueled by artificial intelligence, to generate stunning AI presentations effortlessly. What is Tome AI? Say goodbye to tedious manual work and hello to a smarter way of presentation making.

Analytics 300

Analytics 300

O'Reilly on Data

APRIL 23, 2024

Why is it that Google, a company once known for its distinctive “Do no evil” guideline, is now facing the same charges of “surveillance capitalism” as Facebook, a company that never made such claims? What Is Economic Rent? They are a price that we pay for a rising tide of innovation. But not all rents represent abuse of power.

Advertising 252

Advertising Cost-Benefit Marketing Risk 252

Analytics Vidhya

AUGUST 6, 2022

Consider how much we can deduce from that and what conclusions we can draw. But, how do we deal with such a massive amount of data? This article was published as a part of the Data Science Blogathon. Introduction 2.5 quintillion bytes of data are produced every day! Not to worry; the Pandas library […].

Data Science 398

Data Science Publishing Analytics Machine Learning 398

Analytics Vidhya

MAY 24, 2023

Introduction In our daily lives, we make a lot of decisions based on a number of criteria. Some of these decisions are relatively unimportant, like deciding what to eat or wear. When faced with a difficult decision, how do […] The post Multi-Criteria Decision-Making Using AHP in Python appeared first on Analytics Vidhya.

Analytics 337

Analytics 337

Analytics Vidhya

JUNE 21, 2022

Introduction In this article, we will see the two main cryptocurrencies, Bitcoin and Ethereum. What differences do they have and which coin is best for investment and what makes that particular coin better. This article was published as a part of the Data Science Blogathon. Let us learn about them.

Data Science 390

Data Science Publishing Analytics 390

Analytics Vidhya

MAY 22, 2023

Introduction The importance of “data” in today’s world is something we do not need to emphasize. This is far more than what we can imagine. What’s more surprising is that the number will cross 180 within the next two years. As of 2023, the data generated has touched over 120 zettabytes!

Data Science 296

Data Science Analytics Deep Learning Machine Learning 296

O'Reilly on Data

SEPTEMBER 12, 2023

That statement nicely summarizes what makes software development difficult. They do 80% of the job well, maybe 90%. We also see this phenomenon as one application replaces another. We don’t want a future that consists of code too clever to be debugged by humans—at least not until the AIs are ready to do that debugging for us.

Software 304

Software Management Modeling Metrics 304

O'Reilly on Data

JUNE 15, 2023

Most notably, The Future of Life Institute published an open letter calling for an immediate pause in advanced AI research , asking: “Should we let machines flood our information channels with propaganda and untruth? Should we automate away all the jobs, including the fulfilling ones? What we need to know is what they are being told.

Metrics 283

Metrics Reporting Measurement Finance 283

CIO Business Intelligence

APRIL 23, 2024

With AI poised to transform work today, we all have some degree of fear that our jobs will go the way of the Pony Express. But we miss the full story when we focus only on the fate of the famed riders. What should enterprises learn from the past in order to thrive during this rapidly advancing intelligence revolution?

Uncertainty 110

Uncertainty Enterprise Technology Manufacturing 110

O'Reilly on Data

OCTOBER 12, 2021

First, we wondered about code quality. There are lots of ways to solve a given programming problem; but most of us have some ideas about what makes code “good” or “bad.” We know how to test whether or not code is correct (at least up to a certain limit). Do we care? Things like that.

Testing 300

Testing Measurement Consulting Modeling 300

CIO Business Intelligence

APRIL 17, 2024

Innovation is essential, especially in the contact center as the tip of the spear in customer experience, but how do you activate your modernization plan? We recognize a special need for those customers,” she explained. What does the human experience mean in terms of business? We want them to know that they are heard.

Metrics 125

Metrics Digital Transformation Interactive Technology 125

CIO Business Intelligence

MARCH 19, 2024

Ask your average schmo what the biggest risks of artificial intelligence are, and their answers will likely include: (1) AI will make us humans obsolete; (2) Skynet will become real, making us humans extinct; and maybe (3) deepfake authoring tools will be used by bad people to do bad things. AI can do the same.

Risk 122

Risk Machine Learning Risk Management Measurement 122

CIO Business Intelligence

MARCH 6, 2024

What is the business transformation currently underway at Informatica? When we were taken private in 2015, we were a traditional software vendor, but the market was starting to embrace the cloud. What has IT’s role been in the transformation to a SaaS model? What has IT’s role been in the transformation to a SaaS model?

Modeling 113

Modeling Management IT Metrics 113

CIO Business Intelligence

JANUARY 2, 2024

Yet, CIOs remain both undaunted by that list and expectant about what they can achieve. What exactly do CIOs hope to accomplish in the upcoming months? We asked a representative group of CIOs to share what they’ve resolved to do. Here’s what they list as their 2024 resolutions. Claffey Jr.,

IT 144

IT Cost-Benefit Statistics Consulting 144

CIO Business Intelligence

APRIL 16, 2024

We thought this would broaden our talent pool, increase diversity, and reduce biases in hiring,” Snyder says. The two sides do agree, though, that the snappy name can obscure the hard work and complex processes that enable skills-first hiring to succeed. Some researchers and tech leaders are using the strategy.

Strategy 120

Strategy Reporting Management Marketing 120

CIO Business Intelligence

APRIL 17, 2024

Normally, a CCO develops ideas about what the market needs and communicates them to a design team, which produces sketches to then be reviewed by the CCO. But what we’re learning from public announcements like these might just scratch the surface of gen AI use cases for the enterprise.

Enterprise 126

Enterprise Testing Digital Transformation Software 126

CIO Business Intelligence

JANUARY 25, 2024

After the show, we spent some more time talking about Chilton’s experience as a P&L leader and how that has contributed to his success as a CTO. What follows is that conversation, edited for length and clarity. What have some of those experiences been like? How do you do more training and certification?

Consulting 113

Consulting Sales Software Technology 113

CIO Business Intelligence

JANUARY 30, 2024

When we started this century the buzz in IT was “everything is going to have a chip.” In the 2020s, we are wrestling with “alignment of strategies,” with IT and business leaders working in concert to get all organizational strategies to work harmoniously together. Strategy is not a label you stick on what you are doing.

Strategy 117

Strategy Consulting Measurement Big Data 117

Ontotext

FEBRUARY 14, 2024

In the same way, it’s good to know what you need to have in place to feel all the benefits knowledge graphs can bring. If they know why they are doing it, they’ll be in a better position to deliver what they’ve been asked to do. ” But when we ask, “Why do you need this?,

Recreation/Entertainment 105

Recreation/Entertainment Data Integration Modeling Data Quality 105

CIO Business Intelligence

JANUARY 11, 2024

When I last dedicated an episode of the Tech Whisperers podcast to the state of tech talent, we were just coming out of a multi-year “sellers” market, and we could sense that we were hitting an inflection point. What follows is that conversation, edited for length and clarity.

IT 127

IT Consulting Technology Management 127

CIO Business Intelligence

NOVEMBER 16, 2023

Afterwards we spent some more time focused specifically on Soni’s perspectives around the power of what she calls “the 4 EAs @scale, @pace”: enterprise agility, enterprise AI, extreme automation, and employee (skill) advancement. What follows is that conversation, edited for length and clarity. Can you expand on that?

Insurance 127

Insurance Enterprise Risk Digital Transformation 127

CIO Business Intelligence

APRIL 25, 2024

With more than 1 billion users globally, LinkedIn is continuously bumping against the limits of what is technically feasible in the enterprise today. We didn’t start with a very clear idea of what an LLM could do.” We wanted [responses] to be factual but also empathetic. “We Or at least overly blunt.

IT 76

IT Experimentation Cost-Benefit Metrics 76

CIO Business Intelligence

MARCH 13, 2024

We know in financial services and in a lot of verticals, we have a whole slew of data quality challenges,” he says. We’re changing business processes and the experience for employees coming into the building, and those working from home, to say this is about a different way of doing things,” he says. So number one is safety.

Data Quality 104

Data Quality Digital Transformation Enterprise Marketing 104

CIO Business Intelligence

NOVEMBER 6, 2023

What is employee engagement? Those lucky few find meaning in their work, feel connected to their team and organization, and feel proud of what they do. The trick, of course, is doing this well. Randomly handing out gift cards is fun, but it will do little to boost engagement. trillion in 2022.

Measurement 133

Measurement Cost-Benefit Management Metrics 133

CIO Business Intelligence

OCTOBER 12, 2023

In a recent episode of the Tech Whisperers podcast , we unpacked those four roles as well as Dickson’s career journey, lessons learned, and leadership superpowers — in particular, his focus on building community around the technology, not just on building the technology itself. What follows is that conversation, edited for length and clarity.

IoT 125

IoT Manufacturing Strategy Modeling 125

CIO Business Intelligence

FEBRUARY 20, 2024

Sometimes knowing history (aka “remembering what happened”) can keep you out of trouble. And here we are, eyeball to eyeball with the next wave. Yeah, but judging from the planless successes of the PC and internet, an AI plan is just exactly what we shouldn’t waste our time on. Do this, and do it all the time.

ROI 129

ROI Data-driven Strategy Marketing 129

CIO Business Intelligence

JANUARY 9, 2024

He had an employee declare a need for an AI solution, but when pressed for the reasons why, the worker responded only with, “We just need AI.” So I’m asking, ‘What specifically are you trying to address?’ So I’m asking, ‘What specifically are you trying to address?’ because maybe what they need is not AI,” Smith says.

IT 140

IT Risk Cost-Benefit Enterprise 140