O'Reilly on Data

MARCH 23, 2023

Many of these go slightly (but not very far) beyond your initial expectations: you can ask it to generate a list of terms for search engine optimization, you can ask it to generate a reading list on topics that you’re interested in. What is it, how does it work, what can it do, and what are the risks of using it? Or a text adventure game.

IT 258

IT Modeling Testing Risk 258

CIO Business Intelligence

FEBRUARY 22, 2024

With the aim to accelerate innovation and transform its digital infrastructures and services, Ferrovial created its Digital Hub to serve as a meeting point where research and experimentation with digital strategies could, for example, provide new sources of income and improve company operations.

IT 89

IT Digital Transformation IoT Cost-Benefit 89

CIO Business Intelligence

MAY 9, 2024

Experimentation drives momentum: How do we maximize the value of a given technology? Via experimentation. AI not only solves both of these pervasive problems, but it opens up a whole new world of possibilities. Flow state,” being fully immersed in a single important activity, is more of a concept than a practice. AI changes the game.

Enterprise 92

Enterprise Experimentation Sales Optimization 92

O'Reilly on Data

MAY 14, 2020

AI PMs should enter feature development and experimentation phases only after deciding what problem they want to solve as precisely as possible, and placing the problem into one of these categories. Experimentation: It’s just not possible to create a product by building, evaluating, and deploying a single model.

Management 363

Management Experimentation B2B Machine Learning 363

O'Reilly on Data

JULY 28, 2020

Without clarity in metrics, it’s impossible to do meaningful experimentation. If you’re an AI product manager (or about to become one), that’s what you’re signing up for. Identifying the problem. It sounds simplistic to state that AI product managers should develop and ship products that improve metrics the business cares about.

Marketing 361

Marketing Experimentation Metrics Testing 361

Smart Data Collective

DECEMBER 30, 2020

One of the most important applications of big data technology lies with inventory management and optimization. Understanding the Best Data-Driven Inventory Optimization Applications for the Coming Year. This is the best inventory optimization software for 2021, according to the latest research updated in December 2020 by Business.org.

Data-driven 93

Data-driven Software Optimization Big Data 93

CIO Business Intelligence

MARCH 7, 2023

Oliver Wittmaier, CIO and product owner at DB SYSTEL GmbH DB SYSTEL GmbH Content generation is also an area of particular interest to Michal Cenkl, director of innovation and experimentation at Mitre Corp. “I Something that produces libraries and software is no different than searching GitHub,” he says. “We That’s incredibly powerful.”

Enterprise 107

Enterprise IT Experimentation Unstructured Data 107

CIO Business Intelligence

APRIL 12, 2024

Right now most organizations tend to be in the experimental phases of using the technology to supplement employee tasks, but that is likely to change, and quickly, experts say. But that’s just the tip of the iceberg for a future of AI organizational disruptions that remain to be seen, according to the firm.

Experimentation 137

Experimentation Reporting Testing Statistics 137

Cloudera

MARCH 2, 2022

You can read previous blog posts on Impala’s performance and querying techniques here – “ New Multithreading Model for Apache Impala ”, “ Keeping Small Queries Fast – Short query optimizations in Apache Impala ” and “ Faster Performance for Selective Queries ”. . The end result – happier users, and more of them. Hash Table.

Data Warehouse 88

Data Warehouse Optimization Analytics Sales 88

CIO Business Intelligence

MARCH 6, 2023

As CIO Neil Holden moved his company, Halfords Group, further into the cloud, he sought to do more than simply “lift-and-shift” IT operations. Rather, Holden — like most CIOs — wanted his increasing use of cloud to enable and shape the company’s transformation agenda. Here, four IT leaders detail how they have taken action on this front.

IT 121

IT Strategy Cost-Benefit Consulting 121

CIO Business Intelligence

MAY 23, 2022

The cloud is great for experimentation when data sets are smaller and model complexity is light. However, this repatriation can mean more headaches for data science and IT teams to design, deploy and manage infrastructure optimized for AI as the workloads return on premises. Cloud Architecture, IT Leadership

Experimentation 119

Experimentation Cost-Benefit Data Lake Data Science 119

KDnuggets

DECEMBER 30, 2019

For those of you in a hurry and interested in ultralearning (which should be all of you), this recap reviews the approach and summarizes its key elements -- focus, optimization, and deep understanding with experimentation -- geared toward learning Data Science.

Data Science 85

Data Science Experimentation Optimization IT 85

CIO Business Intelligence

OCTOBER 5, 2023

Sandeep Davé knows the value of experimentation as well as anyone. CBRE has also used AI to optimize portfolios for several clients, and recently launched a self-service generative AI product that enables employees to interact with CBRE and external data in a conversational manner. And those experiments have paid off.

Experimentation 114

Experimentation Strategy Machine Learning Interactive 114

CIO Business Intelligence

JANUARY 25, 2024

After a year of frenzied experimentation and investment, executives will have to identify truly valid use cases (and ROI) for AI in 2024. The AI hype cycle has peaked: Tens of thousands of companies helped get it there with generative AI in 2023, with two-thirds now reporting they have deployed GAI tools to their workforce.

ROI 90

ROI Experimentation Sales Finance 90

CIO Business Intelligence

JANUARY 19, 2024

The certification consists of several exams that cover topics such as machine learning, natural language processing, computer vision, and model forecasting and optimization. You should also have experience with pattern detection, experimentation in business optimization techniques, and time-series forecasting.

Data Science 124

Data Science Machine Learning Predictive Modeling Experimentation 124

CIO Business Intelligence

APRIL 24, 2024

That includes many technologies based on machine learning, such as sales forecasting, lead scoring and qualification, pricing optimization, and customer sentiment analysis. We’re mostly still optimizing our sales and marketing processes with CRM tools,” he says.

Sales 118

Sales Finance Experimentation Cost-Benefit 118

Decision Management Solutions

MARCH 26, 2020

We’ve been blogging recently on Decision Optimization. The Customer Journey to Decision Optimization. Those trying to improve and optimize their decisions report various challenges. Experimentation at the beginning of your journey is essential to make sure you understand where you are starting.

Experimentation 72

Experimentation Recreation/Entertainment Optimization Testing 72

DataRobot Blog

MARCH 8, 2023

DataRobot improves collaboration among AI teams so that they can discover and prove the value of models in business use cases through experimentation and then get models into production faster to improve how they run, grow, and optimize their business.

Enterprise 105

Enterprise Experimentation Machine Learning Modeling 105

DataRobot Blog

DECEMBER 6, 2022

Other organizations are just discovering how to apply AI to accelerate experimentation time frames and find the best models to produce results. After DataRobot has determined an optimal model, Continuous AI helps ensure that the currently deployed model will always be the best one, even as the world changes around it. Read the blog.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

IBM Big Data Hub

MAY 17, 2024

Optimized: Cloud environments are now working efficiently and every new use case follows the same foundation set forth by the organdization. ” This quandary often comes with an accompanying worry: “Are we spending too much money on cloud computing?” Why move to cloud?

Modeling 91

Modeling Cost-Benefit Optimization Digital Transformation 91

CIO Business Intelligence

JUNE 15, 2023

BCG asked 12,898 frontline employees, managers, and leaders in large organizations around the world how they felt about AI: 61% listed curiosity as one of their two strongest feelings, 52% listed optimism, 30% concern, and 26% confidence. Despite BCG’s findings of optimism in the workforce, there’s a darker side.

Management 100

Management Experimentation Optimization Enterprise 100

CIO Business Intelligence

MARCH 12, 2024

Early use cases include code generation and documentation, test case generation and test automation, as well as code optimization and refactoring, among others. Junior developers are reporting the biggest productivity boosts, but this remains an area of active research and experimentation,” Tandon says.

Software 125

Software Experimentation Testing Cost-Benefit 125

IBM Big Data Hub

MAY 20, 2024

Search and optimization. This opens up new possibilities to design new drugs to fight emerging diseases within the biotech industry—and more broadly, to discover new materials that can enable carbon capture and optimize energy storage to help industries fight climate change. Simulating nature.

Data Processing 97

Data Processing Optimization Experimentation Enterprise 97

Cloudera

OCTOBER 4, 2023

In telecommunications, fast-moving data is essential when we’re looking to optimize the network, improving quality, user satisfaction, and overall efficiency. This also achieves workload isolation, so we can run mission critical workloads independent from experimental and exploratory ones and nobody steps on anyone’s toes by accident.

Data Warehouse 87

Data Warehouse Experimentation Cost-Benefit Dashboards 87

CIO Business Intelligence

JULY 3, 2023

Sezgin, CIO and digital transformation leader at Koç Holding, an investment holding company based in Turkey, calls himself a strategist who is tasked with identifying and utilizing technologies that optimize business processes, elevate customer experiences, and foster innovation. He says the CDO role there “is inclusive of a typical CIO role.”

IT 96

IT Digital Transformation Strategy Technology 96

CIO Business Intelligence

MAY 30, 2024

ChatGPT was a watershed moment in the evolution and adoption of AI. Some CIOs in Italy watched its boom with a hint of skepticism, though, wondering where the hype ended and real opportunities began. Others have seen gen AI as an opportunity to advance their AI projects with uniquely constructed technology.

Cost-Benefit 104

Cost-Benefit Sales Modeling Experimentation 104

DataKitchen

DECEMBER 1, 2022

And finally, it’s about assisting organizations in creating a culture of experimentation where failure is okay because you know you’ll have the proper data infrastructure, processes, and policies to quickly identify and mitigate any issues. Data Team members, have you ever felt overwhelmed? So don’t wait any longer.

Experimentation 130

Experimentation Data-driven Risk Optimization 130

Domino Data Lab

SEPTEMBER 10, 2020

This means many projects get stuck in endless research and experimentation. A concise goal (“I want to save costs by optimizing my store staffing roster”) is much more likely to lead to a successful initiative than a broad statement (“I want to increase revenue in my retail stores”). Is the problem feasible for us to solve?

Modeling 101

Modeling IT Data Science Experimentation 101

CIO Business Intelligence

NOVEMBER 24, 2022

Some African entrepreneurs have embarked on a mission to universalize these tools since many ICT professionals report that digital illiteracy in Africa is still a concerning reality. Even if there were projects, they’re marginal at this stage. This could change in the near future, though, thanks to the interest generated.”

IT 88

IT Cost-Benefit Consulting Software 88

CIO Business Intelligence

NOVEMBER 13, 2023

No matter the industry, organizations are increasingly looking for ways to optimize mission-critical software development processes. The DevOps ecosystem of today is becoming increasingly more complex. Businesses are under constant pressure to adopt new processes and platforms to achieve the goals set out by business leaders.

Experimentation 103

Experimentation Software Data Processing Optimization 103

CIO Business Intelligence

SEPTEMBER 7, 2023

Innovation is about modernization, it’s about optimization,” said Dan Gisolfi, Distinguished Engineer, Head of Innovation and Intellectual Property at Discover Financial Services. Innovation has a different meaning for every organization. At Discover® Financial Services, it lies at the heart of the company’s business goals and growth.

Experimentation 72

Experimentation Digital Transformation Optimization Testing 72

Ontotext

NOVEMBER 2, 2023

The data itself is stored in a way that is not optimal for extracting insight. And while there is a great deal of experimentation underway, most organizations have only scratched the surface in a use-case-by-use-case fashion. Solution to the Data Dilemma The good news is that the solution to this data dilemma is actually quite simple.

IT 69

IT Cost-Benefit Data-driven Technology 69

Cloudera

APRIL 13, 2021

Unfortunately, most organizations run into trouble when it comes to bridging the gap that exists between experimentation and full-scale ML production. Proper science takes experimentation and observation, as well as a willingness to accept the failures alongside the successes. Optimize later. Step 4: Iterate quickly.

Machine Learning 98

Machine Learning Enterprise Experimentation Modeling 98

CIO Business Intelligence

APRIL 25, 2023

It is simply unaware of truthfulness, as it is optimized to predict the most likely response based on the context of the current conversation, the prompt provided, and the data set it is trained on. A transformer is a type of AI deep learning model that was first introduced by Google in a research paper in 2017.

Experimentation 100

Experimentation Enterprise Deep Learning Modeling 100

Smart Data Collective

OCTOBER 13, 2022

These patterns could then be used as the basis for additional experimentation by scientists or engineers. Assembly Line Optimization. Assembly line optimization is a process that allows companies to identify and optimize their production processes, from the design phase to the assembly line. Generative Design.

Testing 112

Testing Cost-Benefit Experimentation Optimization 112

Occam's Razor

MAY 22, 2006

This post is a primer on the delightful world of testing and experimentation (A/B, Multivariate, and a new term from me: Experience Testing). Experimentation and testing help us figure out we are wrong, quickly and repeatedly and if you think about it that is a great thing for our customers, and for our employers.

Experimentation 103

Experimentation Testing Optimization Measurement 103

CIO Business Intelligence

OCTOBER 1, 2022

The digital transformation of P&G’s manufacturing platform will enable the company to check product quality in real-time directly on the production line, maximize the resiliency of equipment while avoiding waste, and optimize the use of energy and water in manufacturing plants. Smart manufacturing at scale is a challenge.

Manufacturing 142

Manufacturing Digital Transformation IoT Internet of Things 142