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

CIO Business Intelligence

APRIL 25, 2023

ChatGPT was trained with 175 billion parameters; for comparison, GPT-2 was 1.5B (2019), Google’s LaMBDA was 137B (2021), and Google’s BERT was 0.3B (2018). It’s hard to achieve a deep, experiential understanding of new technology without experimentation.

Experimentation 116

Experimentation Deep Learning Enterprise Modeling 116

CIO Business Intelligence

JUNE 15, 2023

A lot has happened since that last survey on attitudes to AI in 2018. It’s important folks get a chance to interact with these technologies and use them; stopping experimentation is not the answer,” Mills said, noting that it’s also not practical. “AI

Management 116

Management Experimentation Optimization Enterprise 116

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

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

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 Data Science Machine Learning Data-driven 105

Hurwitz & Associates

JULY 19, 2018

Edge-to-cloud is the central focus of Hewlett Packard Enterprise (HPE) marketing and go-to-market efforts in 2018/2019. HPE Priorities for 2018. He sees opportunities for digital transformation in data centers; deployment of hybrid cloud and multi-cloud computing. HPE Launches Products for Edge-to-Cloud Solutions.

Strategy 40

Strategy Data-driven Experimentation Software 40

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

MAY 30, 2024

The evolution of the chatbot For Alpitour World, the first experiments with traditional AI date back to 2018, conducted in an internal IT laboratory and in a protected research context. I’ve given colleagues the freedom to do research and experimentation together with our automation partner Mauden,” says Ciuccarelli. “We

Cost-Benefit 119

Cost-Benefit Sales Modeling Experimentation 119

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 Data Science 98

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

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

CIO Business Intelligence

AUGUST 21, 2024

Starting in 2018, the agency used agents, in the form of Raspberry PI computers running biologically-inspired neural networks and time series models, as the foundation of a cooperative network of sensors. But multiagent AI systems are still in the experimental stages, or used in very limited ways.

Risk 136

Risk Insurance Cost-Benefit Software 136

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 Risk Experimentation Technology 98

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

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 Publishing 75

CIO Business Intelligence

AUGUST 22, 2024

A partir de 2018, la agencia utilizó agentes, en forma de ordenadores Raspberry PI que ejecutan redes neuronales de inspiración biológica y modelos de series temporales, como base de una red cooperativa de sensores. Pero los sistemas de IA multiagente aún están en fase experimental o se utilizan de forma muy limitada.

Software 115

Software Recreation/Entertainment Experimentation Consulting 115

Ontotext

AUGUST 8, 2024

Embarking on a new path Back in 2018/2019, we at Semaphore , as professional implementers of 3rd party LIMSs, got fed up with trying to abuse the older brittle lab platforms into a shape that could serve our clients’ needs. We often hear that the pace of innovation is directly related to the pace of iteration or experimentation.

Informatics 64

Informatics Snapshot Software Testing 64

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

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

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 95

Analytics Metrics Strategy Measurement 95

O'Reilly on Data

MARCH 19, 2020

Deep learning cooled slightly in 2019, slipping 10% relative to 2018, but deep learning still accounted for 22% of all AI/ML usage. PyTorch looks like a contender: it posted triple-digit growth in usage share rates in both 2018 and 2019. For example, the chatbots topic continues to decline, first by 17% in 2018 and by 34% in 2019.

Deep Learning 357

Deep Learning Machine Learning Data-driven Modeling 357

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

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 25

IoT Big Data Data Warehouse Uncertainty 25

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 364

Enterprise Risk Modeling Manufacturing 364

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 Machine Learning Data-driven 66

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

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 125

Strategy Cost-Benefit Testing Sales 125

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 301

Modeling Advertising Recreation/Entertainment Metrics 301