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 112

Enterprise IT Experimentation Unstructured Data 112

The Unofficial Google Data Science Blog

APRIL 23, 2024

If the relationship of $X$ to $Y$ can be approximated as quadratic (or any polynomial), the objective and constraints as linear in $Y$, then there is a way to express the optimization as a quadratically constrained quadratic program (QCQP). Here, $X$ is a vector of tuning parameters that control the system's operating characteristics (e.g.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

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 82

Modeling Cost-Benefit Optimization Digital Transformation 82

CIO Business Intelligence

OCTOBER 5, 2023

Sandeep Davé knows the value of experimentation as well as anyone. As chief digital and technology officer at CBRE, Davé recognized early that the commercial real estate industry was ripe for AI and machine learning enhancements, and he and his team have tested countless use cases across the enterprise ever since.

Experimentation 119

Experimentation Strategy Machine Learning Interactive 119

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

Cloudera

OCTOBER 18, 2023

Portfolio Optimization Analyze a portfolio of investments and identify opportunities to optimize returns while managing risk. Code Development and Testing Assistance Code generation: One of the benefits of generative AI is that it can be used to generate code automatically, reducing the time and effort required by developers.

Cost-Benefit 76

Cost-Benefit Testing Machine Learning Optimization 76

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 105

Management Experimentation Optimization Enterprise 105

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

Smart Data Collective

JUNE 29, 2022

Test Different Calls-to-Action. You will need to test different CTAs, which is going to require data analytics tools. Many email marketing solutions such as Hubspot and Aweber have analytics interfaces that make it easier to test different elements in your marketing funnels, such as CTAs. Always Provide Value.

B2B 107

B2B Data-driven Marketing Strategy 107

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. So, how does a digital bank like Discover empower engineers to continuously generate, test, and launch new ideas?

Experimentation 76

Experimentation Digital Transformation Optimization Testing 76

CIO Business Intelligence

JUNE 14, 2023

Organization: AWS Price: US$300 How to prepare: Amazon offers free exam guides, sample questions, practice tests, and digital training. The exam tests general knowledge of the platform and applies to multiple roles, including administrator, developer, data analyst, data engineer, data scientist, and system architect.

Big Data 125

Big Data Data Analytics Analytics Predictive Modeling 125

CIO Business Intelligence

MARCH 10, 2022

Fujitsu remains very much interested in the mainframe market, with a new model still on its roadmap for 2024, and a move under way to “shift its mainframes and UNIX servers to the cloud, gradually enhancing its existing business systems to optimize the experience for its end-users.” years after its launch in June 2006. Z as a service.

Sales 122

Sales Testing Experimentation Data Processing 122

CIO Business Intelligence

DECEMBER 19, 2023

If CIOs don’t improve conversions from pilot to production, they may find their investors losing patience in the process and culture of experimentation. Luckily, many are expanding budgets to do so. “94% Meanwhile, CIOs must still reduce technical debt, modernize applications, and get cloud costs under control.

Digital Transformation 139

Digital Transformation Unstructured Data Machine Learning Risk Management 139

CIO Business Intelligence

NOVEMBER 7, 2022

A developing playbook of best practices for data science teams covers the development process and technologies for building and testing machine learning models. Have business leaders defined realistic success criteria and areas of low-risk experimentation? Are data science teams set up for success? IT teams don’t just deploy apps.

Machine Learning 128

Machine Learning Data Science Experimentation IoT 128

CIO Business Intelligence

JUNE 28, 2023

As Belcorp considered the difficulties it faced, the R&D division noted it could significantly expedite time-to-market and increase productivity in its product development process if it could shorten the timeframes of the experimental and testing phases in the R&D labs.

Digital Transformation 84

Digital Transformation Cost-Benefit Informatics Data mining 84

AWS Big Data

NOVEMBER 2, 2023

Solution overview GoDaddy’s intelligent compute platform envisions simplification of compute operations for all personas, without limiting power users, to ensure out-of-box cost and performance optimization for data and ML workloads. The following diagram shows a high-level illustration of the intelligent compute platform vision.

Cost-Benefit 87

Cost-Benefit Big Data Testing Optimization 87

CIO Business Intelligence

AUGUST 16, 2023

But today, Svevia is driving cross-sector digitization projects where new technology for increased safety for road workers and users is tested. Since the route optimization came into place, fewer emptyings are required, he notes. We wanted to create an information supply for the entire company, though.”

Risk 79

Risk Cost-Benefit Digital Transformation Internet of Things 79

CIO Business Intelligence

JANUARY 9, 2024

We’re using our own databases, testing against our own needs, and building around specific problem sets. Retrieval Augmented Generation (RAG), which provides a way to optimize LLM output without altering the underlying LLM model, seems to be the best and most practical framework to do so. million in compute alone 2.

Enterprise 105

Enterprise Experimentation Modeling Data-driven 105

IBM Big Data Hub

APRIL 18, 2024

This is the potential of artificial general intelligence (AGI), a hypothetical technology that may be poised to revolutionize nearly every aspect of human life and work. Imagine a self-driving car piloted by an AGI. It cannot only pick up a passenger from the airport and navigate unfamiliar roads but also adapt its conversation in real time.

Cost-Benefit 95

Cost-Benefit Modeling Manufacturing Interactive 95

CIO Business Intelligence

FEBRUARY 21, 2023

The firm’s connected brewery IoT platform, for instance, is being used for data ingestion and edge computing in breweries, enabling local teams to analyze, adjust, test and optimize production processes, with this in-turn allowing operations to leverage real-time and historical data to support the workers on the shop floor.

Digital Transformation 94

Digital Transformation Sales Experimentation Optimization 94

Octopai

MAY 2, 2022

Common elements of DataOps strategies include: Collaboration between data managers, developers and consumers A development environment conducive to experimentation Rapid deployment and iteration Automated testing Very low error rates. Data analytics ain’t what it used to be. You’re providing data analytics products. .

Manufacturing 87

Manufacturing Testing Experimentation Data Quality 87

CIO Business Intelligence

OCTOBER 9, 2023

Hyatt’s experimental mindset and listen-first approach are heavily applied to IT’s pursuit of innovation, he says. “To some extent, folks expect IT to be there like a dial tone when you pick up a phone,” or, “the referee at a football game, but no one noticed you,” says Mate, CIO of home health provider Elara Caring.

Strategy 134

Strategy Technology Experimentation Testing 134

Octopai

OCTOBER 26, 2022

When DataOps principles are implemented within an organization, you see an increase in collaboration, experimentation, deployment speed and data quality. SPC is the continuous testing of the results of automated manufacturing processes. SPC tests can do the same thing for the data flowing through your pipelines.

Data Quality 52

Data Quality Data Analytics Analytics Manufacturing 52

IBM Big Data Hub

DECEMBER 14, 2023

It is very easy to turn a terraform template into a deployable architecture and open the door to cost optimization, compliance management, self-service, standardization and repeatability. The extension of the CIO office’s dedicated data center to the IBM public cloud allowed for experimentation and growth with zero risk.

Experimentation 72

Experimentation Testing Software Management 72

Occam's Razor

MARCH 23, 2021

Data Warehousing. And, a thousand other silos (depending on your company size). One outcome of this reality is that while every team works hard to do their very best work, it is rare that they earn strategic influence from their work. That’s not really surprising, if your view of your scope is narrow… Your impact will be narrow as well.

Analytics 131

Analytics Scorecard Strategy Testing 131

CIO Business Intelligence

OCTOBER 18, 2023

in concert with Microsoft’s AI-optimized Azure platform. OpenAI’s November 2022 announcement of ChatGPT and its subsequent $10 billion in funding from Microsoft were the “shots heard ’round the world” when it comes to the promise of generative AI. A recent survey of nearly 1,000 IT decision-makers conducted by Foundry underscores this.

Risk 132

Risk Manufacturing Enterprise Technology 132

O'Reilly on Data

MARCH 31, 2020

This has serious implications for software testing, versioning, deployment, and other core development processes. If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). Why AI software development is different.

Management 332

Management Machine Learning Experimentation Metrics 332

Ontotext

MARCH 29, 2021

The authors of RDF-star proposed a new short syntax and because of its elegance, GraphDB optimized its persistence to nearly double the loading speed for dataset with lots of statement-level metadata. . << :man :hasSpouse :woman >> 2. source :TheNationalEnquirer ; 3. webpage <[link] 4. id1 rdf:type rdf:Statement ; 3.

Metadata 59

Metadata IT Modeling Experimentation 59

DataRobot

JUNE 8, 2021

Because cluster analysis is an unsupervised algorithm, it does not attempt to select groups that optimize business goals. The researchers set out to test whether consumers are more resistant to healthcare delivered by AI providers because of concerns that the AI will neglect the unique characteristics of their case. It isn’t a science.

Data-driven 98

Data-driven Testing Marketing Experimentation 98

The Unofficial Google Data Science Blog

OCTOBER 7, 2015

A/B testing is used widely in information technology companies to guide product development and improvements. For questions as disparate as website design and UI, prediction algorithms, or user flows within apps, live traffic tests help developers understand what works well for users and the business, and what doesn’t.

Modeling 61

Modeling Experimentation Knowledge Discovery Testing 61

O'Reilly on Data

OCTOBER 19, 2021

ML apps need to be developed through cycles of experimentation: due to the constant exposure to data, we don’t learn the behavior of ML apps through logical reasoning but through empirical observation. However, the concept is quite abstract. Can’t we just fold it into existing DevOps best practices? Why: Data Makes It Different.

IT 346

IT Testing Experimentation Software 346

Cloudera

APRIL 9, 2021

To effectively leverage their predictive capabilities and maximize time-to-value these companies need an ML infrastructure that allows them to quickly move models from data pipelines, to experimentation and into the business. A/B testing). Here are the key stages: . Data Collection – streaming data. Data Enrichment – data engineering.

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

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 262

IT Modeling Testing Risk 262

Occam's Razor

APRIL 8, 2013

Sometimes, we escape the clutches of this sub optimal existence and do pick good metrics or engage in simple A/B testing. We are far too enamored with data collection and reporting the standard metrics we love because others love them because someone else said they were nice so many years ago. But it is not routine.

Metrics 156

Metrics KPI Analytics Key Performance Indicator 156

CIO Business Intelligence

JUNE 27, 2022

Sentry was essentially built because I found it annoying to deal with the systems admin on the team to get access to logs when I broke something. It was easier for me to build Sentry in open source than to try to make an existing product work. Tyson: You came from the ground up as a developer. Do you still code as a CTO?

Software 96

Software Experimentation Testing Marketing 96

Cloudera

FEBRUARY 16, 2022

They define each stage from data ingest, feature engineering, model building, testing, deployment and validation. While it is a little dated, one amusing example that has been the source of countless internet memes is the famous, “is this a chihuahua or a muffin?” classification problem. Figure 01: Is this a chihuahua or a muffin?

Machine Learning 81

Machine Learning Modeling Metadata Recreation/Entertainment 81

FineReport

DECEMBER 11, 2019

In the past few years, the term “data science” has been widely used, and people seem to see it in every field. Big Data”, “Business Intelligence”, “ Data Analysis ” and “ Artificial Intelligence ” came into being. For a while, everyone seems to have begun to learn data analysis. What is the application of data analysis? —New New York Times.

Big Data 98

Big Data Statistics Experimentation Data Strategy 98