O'Reilly on Data

AUGUST 9, 2022

In a previous article , I wrote about how models like DALL-E and Imagen disassociate ideas from technique. In the past, if you had a good idea in any field, you could only realize that idea if you had the craftsmanship and technique to back it up. Does technique help you form ideas?

Software 264

Software Testing Modeling IT 264

O'Reilly on Data

JUNE 27, 2023

Doing so means giving the general public a freeform text box for interacting with your AI model. ” They’re posting screencaps as trophies on social media; you’re left scrambling to close the loophole they exploited. So, what do you do? That doesn’t sound so bad, right?

Risk Management 224

Risk Management Risk Management Modeling 224

O'Reilly on Data

DECEMBER 10, 2019

Roughly a year ago, we wrote “ What machine learning means for software development.” Up until now, we’ve built systems by carefully and painstakingly telling systems exactly what to do, instruction by instruction. The last bug is always the one you find next; if someone hasn’t already said that, someone should have.

Software 261

Software Machine Learning Risk Data-driven 261

O'Reilly on Data

JULY 28, 2020

In this article, we turn our attention to the process itself: how do you bring a product to market? The first step in building an AI solution is identifying the problem you want to solve, which includes defining the metrics that will demonstrate whether you’ve succeeded. Identifying the problem.

Marketing 362

Marketing Experimentation Metrics Testing 362

DataKitchen

APRIL 26, 2021

In early April 2021, DataKItchen sat down with Jonathan Hodges, VP Data Management & Analytics, at Workiva ; Chuck Smith, VP of R&D Data Strategy at GlaxoSmithKline (GSK) ; and Chris Bergh, CEO and Head Chef at DataKitchen, to find out about their enterprise DataOps transformation journey, including key successes and lessons learned.

Measurement 246

Measurement Metrics Data-driven Testing 246

O'Reilly on Data

OCTOBER 31, 2019

Below you’ll find links to highlights from the event. Theodore Summe offers a glimpse into how Twitter employs machine learning throughout its product. Tony Jebara explains how Spotify improved user satisfaction by building components of the TFX ecosystem into its core ML infrastructure. Opening keynote. library.

IoT 190

IoT Machine Learning Modeling Software 190

CIO Business Intelligence

NOVEMBER 7, 2022

This post is brought to you by NVIDIA and CIO. The views and opinions expressed herein are those of the author and do not necessarily represent the views and opinions of NVIDIA. ML and AI are still relatively new practice areas, and leaders should expect ongoing learning and an improving maturity curve.

Machine Learning 128

Machine Learning Data Science Experimentation IoT 128

CIO Business Intelligence

NOVEMBER 22, 2023

And it’s that combination of disciplines that’s enabled him to continuously build knowledge, especially as tech creation is gaining momentum. Gen AI and LLMs will probably transform us as a business and what we can do to data, so we’re absorbing data from third party sources,” he says. “We It’s very early days, though.

Insurance 98

Insurance B2B Modeling Technology 98

O'Reilly on Data

NOVEMBER 13, 2018

Considerations for a world where ML models are becoming mission critical. As the data community begins to deploy more machine learning (ML) models, I wanted to review some important considerations. Interest on the part of companies means the demand side for “machine learning talent” is healthy.

Machine Learning 220

Machine Learning Risk Management Statistics 220

CIO Business Intelligence

MARCH 19, 2024

GenAI: An Experiment Practical evidence from researchers and analysts remains scant, but LinkedIn is full of posts about LLM (Large Language Model) prompting experiments and best practices. You pick the industry, but retail probably makes the most sense. Next, tailor prompts to the content you want created.

Marketing 86

Marketing Software Interactive Enterprise 86

O'Reilly on Data

OCTOBER 22, 2020

“ “ You can interrogate anyone, no matter what their state of being. It’s rarely their answers that unveil the truth, but the sequence of questions that you have to ask. Follow it with silence, and (as any professional interrogator will tell you) people will fill in extra details. A lot of questions.

Consulting 296

Consulting Risk Cost-Benefit Modeling 296

CIO Business Intelligence

JUNE 25, 2023

After being “awed” by OpenAI’s GPT model acing the AP Bio exam, the model was asked a non-technical question: “What do you say to a father with a sick child?” Fine-tuning models that run “on top” of foundation models requires less data, costs less, and can be completed quickly. I don’t dispute that.

Finance 103

Finance Uncertainty Strategy Modeling 103

CIO Business Intelligence

NOVEMBER 6, 2023

Those lucky few find meaning in their work, feel connected to their team and organization, and feel proud of what they do. You can stop the quiet quitting by improving your work culture, so your people speak up before they nope out. The trick, of course, is doing this well. trillion in 2022. What is employee engagement?

Measurement 127

Measurement Cost-Benefit Management Metrics 127

DataKitchen

NOVEMBER 20, 2021

You might ask what that means. The goal is to identify any steps that many different people in different roles have to do repeatedly to do their work. We do timeliness tracking for data sources , builds, and jobs. We want to know if a data source failed to deliver an update before a complex build is kicked off.

Testing 246

Testing Machine Learning Data Warehouse Reporting 246

CIO Business Intelligence

FEBRUARY 14, 2024

CIOs need to do all the things to make AI workloads run well and in a disciplined and hygienic way,” he says. When you think about all the blocking and tackling a CIO needs to do for regular applications, that especially applies to AI.” But the usual laundry list of priorities for IT hasn’t gone away.

IT 142

IT Metadata Data-driven Management 142

CIO Business Intelligence

JULY 14, 2023

Whether it’s text, images, video or, more likely, a combination of multiple models and services, taking advantage of generative AI is a ‘when, not if’ question for organizations. But many organizations are limiting use of public tools while they set policies to source and use generative AI models.

Modeling 88

Modeling Machine Learning Cost-Benefit B2B 88

CIO Business Intelligence

MARCH 26, 2024

In addition to AI and machine learning, data science, cybersecurity, and other hard-to-find skills , IT leaders are also looking for outside help to accelerate the adoption of DevOps or product-/program-based operating models. Staff augmentation and outsourcing are nothing new.

Recreation/Entertainment 120

Recreation/Entertainment Consulting Metrics Enterprise 120

Ontotext

FEBRUARY 14, 2024

In the UK, there’s an old saying “Don’t wear your coat indoors, or you won’t feel the benefit when you go out”. 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. ” But when we ask, “Why do you need this?, Let’s have a look at those.

Recreation/Entertainment 105

Recreation/Entertainment Data Integration Modeling Data Quality 105

CIO Business Intelligence

DECEMBER 18, 2023

That said, it’s still worthwhile to think about how to use large language model (LLM)-powered tools like ChatGPT in more strategic ways. New research from Microsoft on use of its Copilot AI assistant points to ways that everyone—from the most junior individual contributor to the CEO—can lean in to doing so in any organization.

Strategy 131

Strategy IT Uncertainty Machine Learning 131

CIO Business Intelligence

MAY 15, 2024

If Act One of digital transformation was building applications—for example, building omnichannel customer experiences—then Act Two is adding GenAI. Its core capability—using large language models (LLMs) to create content, whether it’s code or conversations—can introduce a whole new layer of engagement for organizations.

Cost-Benefit 52

Cost-Benefit Risk Modeling Digital Transformation 52

datapine

MARCH 31, 2022

Does data excite, inspire, or even amaze you? Does the idea of discovering patterns in large volumes of information make you want to roll up your sleeves and get to work? Does the idea of discovering patterns in large volumes of information make you want to roll up your sleeves and get to work? Table of Contents.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

datapine

SEPTEMBER 27, 2022

Business leaders, developers, data heads, and tech enthusiasts – it’s time to make some room on your business intelligence bookshelf because once again, datapine has new books for you to add. We have already given you our top data visualization books , top business intelligence books , and best data analytics books.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

CIO Business Intelligence

AUGUST 23, 2023

That need for complex mathematical modeling at scale makes the finance industry a perfect candidate for the promise of quantum computing, which makes (extremely) quick work of computations, including complex ones, delivering results in minutes or hours instead of weeks and months.

IT 77

IT Machine Learning Risk Optimization 77

CIO Business Intelligence

NOVEMBER 16, 2023

A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities. A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities.

Modeling 132

Modeling Enterprise Marketing Sales 132

CIO Business Intelligence

FEBRUARY 16, 2024

If banks are to put their faith in AI, then transparency will be key to building trust. The report found almost two-thirds (63%) do not completely trust the data their company uses. Doing so can have spectacular results. Potential pitfalls Generative AI also has the potential to cause issues if not implemented correctly.

Machine Learning 116

Machine Learning Reporting Risk Modeling 116

CIO Business Intelligence

MARCH 6, 2024

Dan Eddie, director of customer service at Simplyhealth, says the company’s AI-enabled email responses focus on three frequently asked questions: how do I change dentist, how do I change my direct debit date, and how do I change address or personal details? Some companies are already making significant progress.

Interactive 129

Interactive Technology Strategy Consulting 129

AWS Big Data

JANUARY 9, 2024

Amazon OpenSearch Service includes many features that allow you to enhance your search experience. 2023 was a year of rapid innovation within the artificial intelligence (AI) and machine learning (ML) space, and search has been a significant beneficiary of that progress.

Cost-Benefit 91

Cost-Benefit Visualization Modeling Machine Learning 91

CIO Business Intelligence

APRIL 30, 2024

While you may have planned or negotiated an exit, very often such departures are beyond your direct control, due to a leadership change, acquisition, or another strategic event. How you manage your time, emotions, and priorities during the transition impacts the opportunities, odds of getting offers, and your psyche.

IT 88

IT Technology Advertising Marketing 88

CIO Business Intelligence

JUNE 13, 2023

Once wild and seemingly impossible notions such as large language models, machine learning, and natural language processing have gone from the labs to the front lines. Waiting until it’s established may be safer but can put you behind your competitors. Only you know when that moment might be for your tech stack.

IT 135

IT Scorecard Software Modeling 135

Smarten

APRIL 25, 2024

These enterprises will typically focus on building a team of data scientists or business analysts to help with this task OR they might take on an augmented analytics initiative to provide access to data and analytics for their business users. There are many business issues surrounding the use of data to make decisions.

Data Quality 62

Data Quality Analytics Machine Learning Visualization 62

CIO Business Intelligence

SEPTEMBER 21, 2023

Today’s foundational models are jacks-of-all-trades. With a pre-trained model, you can bring it into HR, finance, IT, customer service—all of us are touched by it.” Everyone wants it. If you take something slightly risky and make it a thousand times bigger, the risks are amplified,” he says.

Enterprise 128

Enterprise Consulting Modeling Cost-Benefit 128

CIO Business Intelligence

MAY 9, 2024

With AI ultimately being an enabler to deliver better business outcomes across all facets of business, the range and scope of knowledge and understanding of the CAIO is broad,” says Orla Daly, CEO of digital learning company SkillSoft. But the ranks of the CAIO are expected to increase at enterprise organizations as well in the coming years.

Risk Management 120

Risk Management Risk Cost-Benefit Technology 120

CIO Business Intelligence

JANUARY 9, 2024

Here are the central AI conversations you should be having with your teams, line-of-business leaders, C-suite colleagues, and the board. So I’m asking, ‘What specifically are you trying to address?’ Granted, CIOs have not been called before Congress to testify. So be prepared. Which business cases actually need AI?

IT 124

IT Risk Cost-Benefit Enterprise 124

AWS Big Data

NOVEMBER 29, 2023

While Swami explored many facets of this beneficial relationship in the keynote today, one area that is especially critical for our customers to get right if they want to see success in generative AI is data. When you want to build generative AI applications that are unique to your business needs, data is the differentiator.

Data Warehouse 111

Data Warehouse Data Lake Data Integration Dashboards 111

Smart Data Collective

SEPTEMBER 24, 2021

Machine Learning is a branch of Artificial Intelligence that works by giving computers the ability to learn without being explicitly programmed. As technology advances, machine learning will have more opportunities to help businesses engage with their customers and improve the overall customer experience.

Machine Learning 123

Machine Learning Marketing Modeling Sales 123

CIO Business Intelligence

DECEMBER 19, 2023

Moreover, the CEOs and boards that CIOs report to don’t want to be left behind by generative AI, and many employees want to experiment with the latest generative AI capabilities in their workflows. Luckily, many are expanding budgets to do so. “94% Luckily, many are expanding budgets to do so. “94% Here’s how.

Digital Transformation 140

Digital Transformation Unstructured Data Machine Learning Risk Management 140

CIO Business Intelligence

JULY 28, 2022

We have a very focused approach around building that pipeline.”. That is backed up by a 2021 survey by industry analysts at Forrester, which showed that, of 2,329 data and analytics decision-makers worldwide, 55% want to hire data scientists. To deal with this hiring problem, they’ve had to get creative.

Data Science 143

Data Science IT Machine Learning Data-driven 143