Domino Data Lab

JUNE 13, 2019

2018 , 2019 ], the rediscovery of the 50,000 lost MNIST test digits provides an opportunity to quantify the degradation of the official MNIST test set over a quarter-century of experimental research.” 2018 , 2019 ], albeit on a different dataset and in a substantially more controlled setup. ” They also were able to.

Testing 83

Testing Data Science Experimentation Metadata 83

Corinium

JUNE 6, 2019

It is also important to have a strong test and learn culture to encourage rapid experimentation. Fractal’s 2018 Net Promoter Score is greater than 70. A properly set framework will ensure quality, timeliness, scalability, consistency, and industrialization in measuring and driving the return on investment.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

Domino Data Lab

JANUARY 24, 2019

In 2018 we saw the “data science platform” market rapidly crystallize into three distinct product segments. Enterprises with teams of data scientists select these solutions to enable accelerated experimentation for individuals while simultaneously driving collaboration and governance for the organization. Reflections.

Data Science 65

Data Science Marketing Data-driven Statistics 65

CIO Business Intelligence

FEBRUARY 8, 2024

He came to Edward Jones in 2016 after a 30-year career in technology on Wall Street and was named chief information officer in 2018. Leveraging the right technical solutions for unique business problems will require experimentation and will result in advances in the technology supported across teams.

Strategy 98

Strategy Experimentation Risk Technology 98

Sanjeev Mohan

FEBRUARY 6, 2019

By the middle of 2018, GDPR was in effect and our clients’ attention shifted towards cloud migration. GCP has gained acceptance for development and experimentation and more enterprise customers are putting it into production. I ended up writing two documents on data governance.

Data Analytics 49

Data Analytics Analytics Data Governance Experimentation 49

Cloudera

AUGUST 2, 2018

Another unique value proposition of Cloudera Data Warehouse is that it actively encourages playing with data – enabling experimentation and collaboration at unprecedented scale with a wide variety of data – something traditional data warehouses are not well suited for. Learn more about Cloudera Altus Data Warehousing.

Data Warehouse 51

Data Warehouse Insurance Experimentation Software 51

Dataiku

OCTOBER 2, 2019

In 2018, O’Reilly conducted a survey regarding the stage of machine learning adoption in organizations, and among the more than 11,000 respondents, almost half were still in the exploration phase.

Risk 14

Risk Experimentation Management Machine Learning 14

O'Reilly on Data

APRIL 19, 2021

We’ll look at this later, but being able to reproduce experimental results is critical to any science, and it’s a well-known problem in AI. In contrast, in our 2018 report, Asia was behind in mature practices, though it had a markedly higher number of respondents in the “early adopter” or “exploring” stages. Maturity by Continent.

Enterprise 356

Enterprise Modeling Risk Manufacturing 356

Insight

MARCH 27, 2019

Discovering the proper method requires time-consuming experimentation. 2018 , blog ). AutoAugment was one of the most exciting publications in 2018, and the first method using reinforcement learning for this particular problem. It is applicable to most datasets and is done with simple image transformations.

Optimization 75

Optimization Cost-Benefit Modeling Strategy 75

Data Science and Beyond

JULY 22, 2018

This article is a short summary of my understanding of the definition of data science in 2018. Even better – I still get paid for being a data scientist. But what does it mean? What do I actually do here? It’s not all about machine learning. As I was wrapping up my PhD in 2012, I started thinking about my next steps.

Data Science 79

Data Science Machine Learning Statistics Predictive Modeling 79

CIO Business Intelligence

NOVEMBER 4, 2022

When Bob McCowan was promoted to CIO at Regeneron Pharmaceuticals in 2018, he had previously run the data center infrastructure for the $81.5 Empowering scientists through the cloud McCowan set about migrating Regeneron to Amazon Web Services in late 2018. If you are not on the cloud, you are going to be left behind.”

Data Lake 122

Data Lake IT Experimentation Data-driven 122

Business Over Broadway

MAY 22, 2019

For those of you who are interested, here is Gartner’s latest (2018) hype cycle on emerging technologies. According to Gartner, companies need to adopt these practices: build culture of collaboration and experimentation; start with a 3-way partnership among executives leading digital initiative, line of business and IT.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

CIO Business Intelligence

JULY 17, 2023

To add perspective, since I joined Havmor, the company has grown significantly, but not the workforce, having reduced by 30% compare to our numbers in 2018, thanks to digital innovation and transformation. Technology has enabled us to operate in a very cost competitive market, allowing us to do more with fewer people.

IT 98

IT Digital Transformation IoT Internet of Things 98

Occam's Razor

JUNE 4, 2018

It is 2018—why are there still light gray below-the-fold add to cart buttons? Although it may seem impossible to imagine with ecommerce already totaling up to 5% of overall commerce, there’s astronomical growth still to come. Still, I’m heartbroken that some the simplest elements of ecommerce stink so much. youarekillingme.

Strategy 124

Strategy Cost-Benefit Testing Sales 124

Occam's Razor

JULY 24, 2018

At the top-right, you’ll discover my obsession with Profit and Incrementality, which form the basis of competitive advantage in 2018 (and beyond). Ignore the metrics produced as an experimental exercise nine months ago. Ignore the metrics whose only purpose is to float along the river of data pukes.

Analytics 93

Analytics Metrics Strategy Measurement 93

Domino Data Lab

FEBRUARY 4, 2019

Spoiler alert: a research field called curiosity-driven learning is emerging at the nexis of experimental cognitive psychology and industry use cases for machine learning, particularly in gaming AI. Ensure a culture that supports a steady process of learning and experimentation. Pierre-Yves Oudeyer (2018). This is not that.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Domino Data Lab

JULY 2, 2019

AutoPandas was created at UC Berkeley RISElab and the general idea is described in the NeurIPS 2018 paper “ Neural Inference of API Functions from Input–Output Examples ” by Rohan Bavishi, Caroline Lemieux, Neel Kant, Roy Fox, Koushik Sen, and Ion Stoica. Program Synthesis Papers at ICLR 2018 ” – Illia Polosukhin (2018-05-01).

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Ontotext

DECEMBER 30, 2022

9 years of research, prototyping and experimentation went into developing enterprise ready Semantic Technology products. In 2019 the market for graph databases and knowledge graphs started heating up – appearing on Gartner’s hype curves in 2018. The first 18 years: Develop vision and products and deliver to innovation leaders.

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. In 2019 the market for graph databases and knowledge graphs started heating up – appearing on Gartner’s hype curves in 2018. The first 18 years: Develop vision and products and deliver to innovation leaders.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

O'Reilly on Data

SEPTEMBER 11, 2019

So, we used a form of the Term Frequency-Inverse Document Frequency (TF/IDF) technique to identify and rank the top terms in this year’s Strata NY proposal topics—as well as those for 2018, 2017, and 2016. 2) is unchanged from Strata NY 2018, it’s up three places from Strata NY 2017—and eight places relative to 2016. 221) to 2019 (No.

IoT 20

IoT Big Data Data Warehouse Uncertainty 20

CIO Business Intelligence

MARCH 6, 2023

Monica Caldas, EVP and global CIO, Liberty Mutual Liberty Mutual Throughout Liberty Mutual’s cloud journey, IT leadership has focused on developing the talent and skills needed to move from an on-premises environment to one that’s mostly in the cloud, Caldas says.

IT 140

IT Strategy Cost-Benefit Consulting 140

Domino Data Lab

MAY 8, 2019

2018-06-21). They also require advanced skills in statistics, experimental design, causal inference, and so on – more than most data science teams will have. Finale Doshi-Velez, Been Kim (2017-02-28) ; see also the Domino blog article about TCAV. Challenges for Transparency ”. Adrian Weller (2017-07-29). “ Riccardo Guidotti, et al.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

CIO Business Intelligence

AUGUST 1, 2023

During keynotes and discussions with CIOs, I remind everyone how strategic priorities evolve significantly every two years or less, from growth in 2018, to pandemic and remote work in 2020, to hybrid work and financial constraints in 2022. That’s my key advice to CIOs and IT leaders.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98

Domino Data Lab

AUGUST 22, 2019

We waved our finger in the air to select 64, so some experimentation and optimization are warranted at your end if you feel like it. assumption that the end of film reviews tend to include more information on review sentiment than the beginning. n_dense : The number of neurons to include in the dense layer of our neural network architecture.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

O'Reilly on Data

MAY 11, 2020

Television only lacked the immediate feedback that comes with clicks, tracking cookies, tracking pixels, online experimentation, machine learning, and “agile” product cycles. That loop isn’t new, of course; it was well-known to TV network executives. Does “The Entertainment” show people what they want to see?

Modeling 188

Modeling Advertising Recreation/Entertainment Metrics 188