Dataiku

APRIL 22, 2022

For companies with small datasets and a mandate to move beyond experimentation, Frugal AI promises to be a way to overcome this challenge. And even if modern elastic stacks have significantly lowered the barrier to technology, is this aligned with the business objective I am trying to reach?

Experimentation 59

Experimentation Modeling Business Objectives Manufacturing 59

The Unofficial Google Data Science Blog

JANUARY 14, 2016

Unlike experimentation in some other areas, LSOS experiments present a surprising challenge to statisticians — even though we operate in the realm of “big data”, the statistical uncertainty in our experiments can be substantial. We must therefore maintain statistical rigor in quantifying experimental uncertainty.

Experimentation 41

Experimentation Statistics Metrics Measurement 41

CIO Business Intelligence

MARCH 7, 2023

While many organizations are successful with agile and Scrum, and I believe agile experimentation is the cornerstone of driving digital transformation, there isn’t a one-size-fits-all approach. Here are some force-multiplying differences achievable by agile data teams: Want that dashboard, then update the data catalog.

Digital Transformation 145

Digital Transformation Data Governance Experimentation Machine Learning 145

CIO Business Intelligence

OCTOBER 26, 2022

They need to become more creative in their delegation of responsibilities so that more time can be devoted to pushing experimentation,” Mains advises. Pursuing IT opportunities that don’t fully align with business objectives can prove fatal to a CIO, says Cole South, co-founder of Synchronize, an e-commerce solutions provider.

IT 141

IT Consulting Experimentation Digital Transformation 141

IBM Big Data Hub

OCTOBER 20, 2023

Apart from pricing, there are numerous other factors to consider when evaluating the best AI platforms for your business. Gaining an understanding of available AI tools and their capabilities can assist you in making informed decisions when selecting a platform that aligns with your business objectives.

Machine Learning 81

Machine Learning Manufacturing Cost-Benefit Deep Learning 81

CIO Business Intelligence

JULY 17, 2023

Since we already have the cloud native data lake, we are generating actionable business insights using that data, and plan to leverage them with AI and other new-age tools to uplevel in business. We need to define our business objective before adopting those new tools, because AI is simply algorithm.

IT 98

IT Digital Transformation IoT Internet of Things 98

Rocket-Powered Data Science

JULY 6, 2021

MLOps takes the modeling, algorithms, and data wrangling out of the experimental “one off” phase and moves the best models into deployment and sustained operational phase. However, it is far from perfect, since it certainly does not have reasoning skills, and it also loses its “train of thought” after several paragraphs (e.g.,

Data-driven 279

Data-driven Machine Learning IoT Deep Learning 279

CIO Business Intelligence

JULY 7, 2023

Improving employee productivity and collaboration is a top business objective, according to the 2023 Foundry Digital Business Study. But delivering these productive employee experiences can be challenging, especially with an increasingly distributed workforce. Caution is king, however.

Measurement 122

Measurement Risk Experimentation Enterprise 122

CIO Business Intelligence

JULY 3, 2023

This has meant that Sezgin has embraced a culture of innovation and experimentation. He has also prioritized gaining a deeper understanding of the organization’s business operations, goals, and challenges. “By On second thought, he says, “Maybe the title becomes chief technology franchise officer.”

IT 116

IT Digital Transformation Strategy Technology 116

CIO Business Intelligence

JULY 8, 2022

When operations and innovation activities reside under the same umbrella, those metrics might be at odds, such as measures of reliability and stability versus those of experimentation. Stay focused on agility and business value: The goals and tempos of the two groups will vary, but that’s no excuse to operate in isolation.

Cost-Benefit 122

Cost-Benefit Measurement Modeling Metrics 122

Cloudera

APRIL 9, 2019

For example, if you want to optimize for agility and experimentation, you probably will be better off doing so with an ephemeral public cloud infrastructure. Transforming Your Business with Multi-cloud and Hybrid Strategies. Your business objectives should drive your cloud strategies.

Strategy 52

Strategy Experimentation Business Objectives Metadata 52

Sisense

MAY 18, 2021

This illuminates a disconnect: Marketers understand data’s significance, but they don’t know how to use it to best serve their business objectives. When you discover data that means something, you need to be agile enough to make experimental changes.”.

Marketing 52

Marketing Data Analytics Analytics Metrics 52

Occam's Razor

MAY 18, 2010

So how do you go about identifying unique segments for your business or non-profit? Force your leaders (ok HiPPO's) to help you define Business Objectives, Goals and Targets. It is only after experimentation (a lot) that I end up with something sweet. Ask a lot of questions. Tap into the tribal knowledge.

Analytics 123

Analytics Key Performance Indicator Metrics Measurement 123

Occam's Razor

MARCH 7, 2016

It really depends on what your business objectives are! My third newsletter was an experimentation in engagement possible with a smaller focused audience, the topic was something I've expressed a great deal of affection for on this blog… TMAI #3: Visualizing Lies: Two Answers. Bounce rate is a metric. A good one.

Marketing Analytics 86

Marketing Analytics Marketing Analytics KPI 86