O'Reilly on Data

MARCH 31, 2020

You’re responsible for the design, the product-market fit, and ultimately for getting the product out the door. Machine learning adds uncertainty. Underneath this uncertainty lies further uncertainty in the development process itself. Models within AI products change the same world they try to predict.

Management 327

Management Machine Learning Experimentation Metrics 327

datapine

DECEMBER 28, 2021

With the rise of advanced technology and globalized operations, statistical analyses grant businesses an insight into solving the extreme uncertainties of the market. Statistical studies can also assist in the marketing of goods or services, and in understanding each target market’s unique value drivers.

Statistics 363

Statistics Advertising Visualization Data mining 363

Jet Global

JULY 28, 2023

Across Europe, the Middle East, and Africa (EMEA), organizations have transitioned from optimism to pragmatism post-COVID-19, preparing for potential recession while emphasizing digitization and resilience to navigate global market trends. The State of Finance in EMEA Finance teams worldwide have been deeply impacted by market uncertainty.

Finance 52

Finance Uncertainty Reporting Forecasting 52

CIO Business Intelligence

MARCH 8, 2023

“Directionally correct CIOs and the C-suite looked at the public cloud and liked the operating model: the pay-as-you-go, predefined services, the automation and orchestration, and the partner ecosystem all available to you,” says Rocco Lavista, worldwide vice president for HPE GreenLake sales and go-to-market.

Manufacturing 72

Manufacturing Business Objectives Cost-Benefit Optimization 72

CIO Business Intelligence

AUGUST 5, 2022

“Directionally correct CIOs and the C-suite looked at the public cloud and liked the operating model: the pay-as-you-go, predefined services, the automation and orchestration, and the partner ecosystem all available to you,” says Rocco Lavista, worldwide vice president for HPE GreenLake sales and go-to-market. The HPE GreenLake Advantage.

IT 81

IT Manufacturing Business Objectives Cost-Benefit 81

CIO Business Intelligence

JUNE 28, 2022

Good data scientists can also reduce some of this uncertainty through cleansing. Those fears are fueling regulation and often snagging companies and even well-meaning data scientists into public relations blowback. Not only that, but people are deliberately jamming data collection with fake values or wrong answers.

Management 126

Management Internet of Things Statistics Data-driven 126

CIO Business Intelligence

JUNE 22, 2022

Digital infrastructure, of course, includes communications network infrastructure — including 5G, Fifth-Generation Fixed Network (F5G), Internet Protocol version 6+ (IPv6+), the Internet of Things (IoT), and the Industrial Internet — alongside computing infrastructure, such as Artificial Intelligence (AI), storage, computing, and data centers.

Digital Transformation 87

Digital Transformation Internet of Things Manufacturing Unstructured Data 87

IBM Big Data Hub

SEPTEMBER 28, 2023

Building transparency into IBM-developed AI models To date, many available AI models lack information about data provenance, testing and safety or performance parameters. For many businesses and organizations, this can introduce uncertainties that slow adoption of generative AI, particularly in highly regulated industries.

Testing 89

Testing Finance Enterprise Modeling 89

Cloudera

SEPTEMBER 29, 2021

In a world rife with uncertainty, governments need to ensure that their citizens’ health and well-being are taken care of even as they seek to keep their economies afloat. Data can be used to solve many problems faced by governments, and in times of crisis, can even save lives. .

Digital Transformation 81

Digital Transformation Data Governance Data-driven Uncertainty 81

Cloudera

DECEMBER 21, 2020

As customers shift online, the data trails they leave behind, through email opens, click-throughs, preferred member programs, can help retailers provide personalized insights on a level like never before. Making Hybrid Cloud Work for Data-Driven ASEAN Retailers .

Data-driven 91

Data-driven Data Strategy Strategy Cost-Benefit 91

DataRobot Blog

OCTOBER 4, 2022

The shift in consumer habits and geopolitical crises have rendered data patterns collected pre-COVID obsolete. This has prompted AI/ML model owners to retrain their legacy models using data from the post-COVID era, while adapting to continually fluctuating market trends and thinking creatively about forecasting.

Forecasting 59

Forecasting Sales Data-driven Modeling 59

Occam's Razor

APRIL 15, 2019

Our Market Share in the 2-ton truck market shrunk by 1.5% (= -$3 bil). Negative data. Accurately collected. Sadly still, negative data to the person/team receiving it. Archetype #3: How they react: Their trigger instinct in face of factual negative data is to make excuses. Intelligently analyzed.

Measurement 79

Measurement Strategy Data Processing Uncertainty 79

Occam's Razor

APRIL 8, 2013

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. Experiments come in all shapes and sizes: A marketing campaign. If you have no data , then you can try almost anything. Try to understand your market.

Metrics 156

Metrics KPI Analytics Key Performance Indicator 156

Domino Data Lab

JUNE 23, 2019

Companies that understand how to apply machine learning will be best positioned to scale and win their respective markets over the next decade. Without large amounts of labeled training data solving most AI problems is not possible. The biggest time sink is often around data collection, labeling and cleaning.

Management 110

Management Machine Learning Experimentation Metrics 110

Domino Data Lab

JULY 22, 2019

Now, Google is spending what, 10 figures marketing TensorFlow? One application of this is regarding data governance. They learned about a lot of process that requires that you get rid of uncertainty. They’re being told they have to embrace uncertainty. Five years ago, people laughed. I don’t know.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

Occam's Razor

JULY 12, 2010

In this case measuring "Personable": Engaged in other people's well-being and at peace with expressing your own uncertainty about the world. There are many methods of collecting data depending on the platform you are on, and if Steve Jobs gets upset he can totally shut you down with a mere update of his TOS! :).

Analytics 96

Analytics Measurement Metrics KPI 96