O'Reilly on Data

APRIL 23, 2024

They published the original Transformer paper (not quite coincidentally called “Attention is All You Need”) in 2017, and released BERT , an open source implementation, in late 2018, but they never went so far as to build and release anything like OpenAI’s GPT line of services.

Advertising 270

Advertising Cost-Benefit Marketing Risk 270

datapine

APRIL 14, 2022

In 2017 the company wanted to take its shopping experience one step further by creating an augmented reality app that allowed users to test a product without having to leave their homes. An article titled “ Casinos Bet Large with Big Data ” expands on how MGM uses data analysis tools to measure performance and make better business decisions.

Big Data 244

Big Data Recreation/Entertainment Analytics Data-driven 244

Domino Data Lab

MAY 8, 2019

Finale Doshi-Velez, Been Kim (2017-02-28) ; see also the Domino blog article about TCAV. Adrian Weller (2017-07-29). “ Visualizations are vital in data science work, with the caveat that the information that they convey may be 4-5 layers of abstraction away from the actual business process being measured. 2018-06-21).

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Smarten

SEPTEMBER 6, 2019

The key to self-serve solutions is to provide sophisticated features and functionality in an easy-to-use, intuitive, interactive environment that users will want to adopt and leverage. ’ 2017 has certainly proven this to be true, as businesses embrace the value of self-serve data preparation and analytics tools.

Analytics 51

Analytics IT Business Intelligence Testing 51

Darkhorse

OCTOBER 1, 2019

The visualization below shows the number of suicides by single year of age, England and Wales, deaths registered between 1981 and 2017 The annotations provide some high level insights: different eras have suicide hot spots in different age cohorts. It’s the skillful art of weaving of colour, layout, animation, imagery, and interactivity.

Visualization 93

Visualization Contextual Data Measurement Interactive 93

Domino Data Lab

AUGUST 1, 2021

The need for interaction – complex decision making systems often rely on Human–Autonomy Teaming (HAT), where the outcome is produced by joint efforts of one or more humans and one or more autonomous agents. but it generally relies on measuring the entropy in the change of predictions given a perturbation of a feature. References.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

AWS Big Data

AUGUST 7, 2023

The data contains measurements of electric power consumption in different households for the year 2014. For more information, see ElectricityLoadDiagrams20112014 Data Set (Dua, D. and Karra Taniskidou, E. UCI Machine Learning Repository [ [link] ]. Irvine, CA: University of California, School of Information and Computer Science).

Forecasting 81

Forecasting Data Warehouse Machine Learning Modeling 81

Data Insight

APRIL 15, 2019

We reward and punish based on our last interaction with an organisation and are not afraid to take to social channels to articulate our experiences – whether it be good or bad – to also influence our peer’s choices. As a result, as consumers, we now expect a more personalised, engaging experience from every brand we deal with, every time.

Data-driven 40

Data-driven Metrics Measurement Strategy 40

Smarten

AUGUST 9, 2017

You may also have read the recent Gartner report entitled, ‘Augmented Analytics Is the Future of Data and Analytics’ , Published 27 July 2017, by Rita L. If your role in business demands that you stay abreast of changes in business analytics, you are probably familiar with the term Smart Data Discovery.

Analytics 40

Analytics IT Statistics ROI 40

Peter James Thomas

AUGUST 12, 2018

This piece was prompted by both Olaf’s question and a recent article by my friend Neil Raden on his Silicon Angle blog, Performance management: Can you really manage what you measure? It is hard to account for such tweaking in measurement systems. Some relate to inherent issues with what is being measured.

Metrics 49

Metrics Statistics Data Quality Measurement 49

datapine

MAY 11, 2022

This is possible thanks to the user-friendly approach of modern online data analysis tools that allow an average user, without the need for any technical knowledge, to use data in the shape of interactive graphs and charts in their decisions making process. Keep them short and concise and always add the units of measurement.

Visualization 252

Visualization Dashboards Key Performance Indicator Sales 252

CIO Business Intelligence

MAY 19, 2022

For this generation, 2FA is more of a friction-inducing obstacle than a welcome security measure. According to 2017 research from Mastercard, a third of customers will simply walk away if they get locked out of their account. 3 – They forget their passwords often. Everyone, especially digital natives, is fed up with passwords.

Reporting 98

Reporting Interactive Sales Measurement 98

Insight

DECEMBER 30, 2019

In Figure 1, you can see the results of the Harris corner detector applied to an image of Jessie Graff competing in the 2017 American Ninja Warrior Finals: Figure 1?—?Harris Harris corner detection applied to an image of Jessie Graff competing in the 2017 American Ninja Warrior Finals. Original image is on the left.

Visualization 72

Visualization Modeling Machine Learning IT 72

Domino Data Lab

OCTOBER 23, 2019

As a result, there has been a recent explosion in individual statistics that try to measure a player’s impact. Knowing that the ultimate goal is to compare the social-media influence and power of NBA players, a great place to start is with the roster of the NBA players in the 2016–2017 season. 05) in predicting changes in attendance.

Statistics 59

Statistics Machine Learning Testing Modeling 59

Domino Data Lab

FEBRUARY 4, 2019

People who attended JupyterCon 2017–2018 can attest, an “industry poster session” includes an open bar, catered hors d’oeuvres, lots of mingling … to paraphrase feedback from JupyterCon, “As a tech person, would I get up extra early to meet strangers for coffee at 8:00 am? The ability to measure results (risk-reducing evidence).

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Occam's Razor

MAY 2, 2017

That then takes us down the very best way to answer that question, to use the five-step process to build out the Digital Marketing and Measurement Model. Let’s look at XX completely different types of business, and pick just six metrics (two each for A, B and O) that would be the very best ones to measure their digital success.

Metrics 141

Metrics Key Performance Indicator B2B Measurement 141

Domino Data Lab

AUGUST 8, 2019

Their approach is to bombard “organoid” mini brains living in vats with potential cancer meds, to measure the meds’ relative effects. Public Health Reports (2017-07-10). Afterward, I headed quietly back to my laptop for some light coding to recover. What kinds of skills are needed, and for which parts of the puzzle?

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Domino Data Lab

APRIL 3, 2019

Network security mushrooms with VPNs, IDS , gateways, various bump-in-the-wire solutions, SIMS tying all the anti-intrusion measures within the perimeter together, and so on. See also the paper “ The Case for Open Metadata ” by Mandy Chessell (2017–04–21) at IBM UK for compelling perspectives about open metadata. credit cards).

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

DataRobot Blog

APRIL 1, 2018

1] Gartner, Augmented Analytics Is the Future of Data and Analytics , Published: 27 July 2017, Analyst(s): Rita L. 3] Gartner, Information as a Second Language: Enabling Data Literacy for Digital Society , Published: 09 February 2017, Analyst(s): Valerie A. Sallam | Cindi Howson | Carlie J. Sallam | Shubhangi Vashisth. .

Analytics 40

Analytics IoT Internet of Things B2B 40

Occam's Razor

SEPTEMBER 15, 2014

But why blame others, in this post let's focus on one important reason whose responsibility can be squarely put on your shoulders and mine: Measurement. Create a distinct mobile website and mobile app measurement strategies. Remember my stress earlier on measuring micro-outcomes?). Framing the Opportunity. Almost nothing.

Metrics 141

Metrics Reporting Analytics Marketing 141

Cloudera

MAY 18, 2021

These interactions are captured and the resulting synthetic data sets can be analysed for a number of applications, such as training models to detect emergent fraudulent behavior, or exploring “what-if” scenarios for risk management. 2] Bayraktar, Erhan and Munk, Alexander, Mini-Flash Crashes, Model Risk, and Optimal Execution (May 27, 2017).

Risk 96

Risk Marketing Risk Management Data-driven 96

Business Over Broadway

DECEMBER 20, 2018

Using Predictive Analytics and Artificial Intelligence to Improve Customer Loyalty – As users/customers engage with a company (their products, services, surveys), they generate a lot of data about their behaviors and interactions with the brand. Data Science/Analytics Tools, Technologies and Languages used in 2017.

Machine Learning 74

Machine Learning Data Science Deep Learning Predictive Analytics 74

Occam's Razor

JUNE 7, 2017

If someone bothers to interact with the post, the posted comment is a spam or totally useless. Which in turn lead to even fewer customer interactions for content posted by brands. Do you have access to any data to measure how deeply non-impactful your organic Social Media efforts are? They keep posting. Polluting utopia.

Advertising 162

Advertising Marketing B2B ROI 162

datapine

NOVEMBER 27, 2019

Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. Today, managers and workers need to interact differently as they face an always-more competitive environment. from 2017 , and this is one of the business analytics topics we will hear even more in 2020.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

CIO Business Intelligence

APRIL 12, 2022

Microsoft said the acquisition will give it the building blocks for the metaverse — a term for a virtual reality space where people interact for purposes of work or entertainment. Qualtrics International, the experience measurement company that was briefly part of SAP, closed its $1.1 Qualtrics closes acquisition of Clarabridge for $1.1

Enterprise 143

Enterprise Technology Consulting Software 143

Alation

AUGUST 26, 2021

HBR Review May/June 2017. Finally, data catalogs leverage behavioral metadata to glean insights into how humans interact with data. Similarly, retailers and other less regulated industries are boosting defensive measures to ensure compliance with GDPR and CCPA. Source: “What’s Your Data Strategy?” Data Intelligence and Metadata.

Metadata 64

Metadata Data Governance Dashboards Software 64