CIO Business Intelligence

MAY 1, 2024

Pilots can offer value beyond just experimentation, of course. McKinsey reports that industrial design teams using LLM-powered summaries of user research and AI-generated images for ideation and experimentation sometimes see a reduction upward of 70% in product development cycle times.

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

Sisense

SEPTEMBER 30, 2020

We also wanted to auto-generate some of the content, especially API references (which are very dry; there’s no “writing” necessary). Every developer knows this syntax, and it has this benefit of separating design from content. Responsive mobile experience: We also optimized all pages for mobile consumption.

Data Processing 52

Data Processing Experimentation Cost-Benefit Marketing 52

IBM Big Data Hub

OCTOBER 20, 2023

These development platforms support collaboration between data science and engineering teams, which decreases costs by reducing redundant efforts and automating routine tasks, such as data duplication or extraction. AutoAI automates data preparation, model development, feature engineering and hyperparameter optimization.

Machine Learning 79

Machine Learning Manufacturing Cost-Benefit Deep Learning 79

The Unofficial Google Data Science Blog

JUNE 30, 2016

In an ideal world, experimentation through randomization of the treatment assignment allows the identification and consistent estimation of causal effects. Other estimators, such as those based on matching and subclassification, may benefit from the balancing property, but the discussion of those estimators is postponed to a later post.

Statistics 44

Statistics Optimization Modeling Experimentation 44

Alation

DECEMBER 14, 2021

These systems offer numerous web-centric features that bolster customer service and engagement, provide server scalability during periods of fluctuating traffic, and allow easy experimentation with new technologies and promotional strategies. Optimized business continuity. What is cloud-optimized? Cloud performance.

Cost-Benefit 52

Cost-Benefit Data Processing Optimization Consulting 52

Occam's Razor

AUGUST 12, 2013

The outcome in either scenario is a restructuring of the organization that is exquisitely geared towards taking advantage of portfolio optimization. And you are telling me that the Cost Per Acquisition for my display campaigns is not $201 but rather a lowly $155? Really fun stuff, really long- term strategic implications.

Modeling 161

Modeling Optimization Marketing Interactive 161

Ontotext

DECEMBER 30, 2022

9 years of research, prototyping and experimentation went into developing enterprise ready Semantic Technology products. GraphDB 10 brings smarter and simpler cluster architecture enabling, among other benefits, best in class resilience and reduced infrastructure costs. Global Sales planning.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

Ontotext

DECEMBER 30, 2022

9 years of research, prototyping and experimentation went into developing enterprise ready Semantic Technology products. GraphDB 10 brings smarter and simpler cluster architecture enabling, among other benefits, best in class resilience and reduced infrastructure costs. Typical memory usage is now 15% to 20% less.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

CIO Business Intelligence

APRIL 5, 2023

Midjourney, ChatGPT, Bing AI Chat, and other AI tools that make generative AI accessible have unleashed a flood of ideas, experimentation and creativity. A lot of that work is ripe for automation and AI assistance, but, again, you need to know how and where you’re using these tools to monitor impact and effectiveness.

Modeling 111

Modeling Testing Cost-Benefit Experimentation 111

AWS Big Data

NOVEMBER 14, 2023

With a combination of low-latency data streaming and analytics, they are able to understand and personalize the user experience via a seamlessly integrated, self-reliant system for experimentation and automated feedback. Real-time streaming data technologies are essential for digital transformation.

IoT 56

IoT Data-driven Data Lake Data Strategy 56

AWS Big Data

JULY 26, 2023

Exploring the vector engine’s capabilities Built on OpenSearch Serverless, the vector engine inherits and benefits from its robust architecture. We recognize that many of you are in the experimentation phase and would like a more economical option for dev-test. The second is to initially provision a 0.5

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

Domino Data Lab

JULY 2, 2019

SQL optimization provides helpful analogies, given how SQL queries get translated into query graphs internally , then the real smarts of a SQL engine work over that graph. The query graph provides metadata that gets leveraged for optimizations at multiple layers of the relational database stack. SQL and Spark. That’s good stuff.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

AWS Big Data

JUNE 20, 2023

Data scientists can reduce the time spent preparing and copying datasets, and instead focus on data feature engineering, experimentation, and analyzing data at scale. In this post, we review the benefits of using Athena with the Apache Iceberg open table format and how it simplifies common feature engineering tasks for data scientists.

Data Lake 70

Data Lake Data Science Recreation/Entertainment Experimentation 70

Occam's Razor

JULY 18, 2011

To not have it as an active part of your marketing portfolio is sub-optimal. Optimal Acquisition Email Metrics. This should drive aggressive experimentation of email content / offers / targeting / every facet by your team. Optimal (Website) Behavior Email Metrics. Optimal Outcomes Email Metrics. But there is more….

Metrics 137

Metrics Marketing Measurement Cost-Benefit 137

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. It will ultimately help them spot new business opportunities, cut costs, or identify inefficient processes that need reengineering.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

Domino Data Lab

AUGUST 26, 2019

When hyperparameters are also used for optimization and tuned for a specific dataset, they also impact predictive accuracy. Searching is a very general approach to solving or optimizing problems. I will continue using parameters (which are optimized during training) and hyperparameters (which are tuned via cross-validation).

Testing 79

Testing Modeling Machine Learning Metrics 79

Domino Data Lab

AUGUST 22, 2019

Note: Lemmatization, a more sophisticated alternative to stemming, requires the use of a reference vocabulary. Note: In more technical machine learning terms, the cost function of the skip-gram architecture is to maximize the log probability of any possible context word from a corpus given the current target word.] this chapter.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

CIO Business Intelligence

NOVEMBER 24, 2022

The report shows that the biggest barrier to adoption in this region may be skepticism about the benefits, and of all regions, EMEA is the least likely to say that low-code/no-code is a key trend. It’s also the only region where unclear benefits constitute one of the top three reasons for not adopting low-code/no-code.

IT 111

IT Cost-Benefit Consulting Software 111

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

We data scientists now have access to tools that allow us to run a large numbers of experiments, and then to slice experimental populations by any combination of dimensions collected. Make experimentation cheap and understand the cost of bad decisions. This leads to the proliferation of post hoc hypotheses.

Experimentation 61

Experimentation Testing Statistics Metrics 61

O'Reilly on Data

MAY 11, 2020

The Entertainment” is not the result of algorithms, business incentives and product managers optimizing for engagement metrics. Television only lacked the immediate feedback that comes with clicks, tracking cookies, tracking pixels, online experimentation, machine learning, and “agile” product cycles. And the cycle goes on.

Modeling 190

Modeling Advertising Recreation/Entertainment Metrics 190