Timo Elliott

FEBRUARY 15, 2024

My views changed somewhat last year when I saw a great presentation by Oliver Gutzeit , the leader of SAP’s Global Experience Technology Unit. Oliver’s presentation, demos, and wide variety of use-cases helped convince me that the technology was maturing to the point where it was becoming really useful.

Enterprise 64

Enterprise Recreation/Entertainment Experimentation Technology 64

O'Reilly on Data

SEPTEMBER 8, 2020

Shortly after IBM’s Watson beat the world Jeopardy champions, IBM invited me to see a presentation about it. At this point, the IDE could translate the programmer’s code back into pseudo-code, using a tool like Pseudogen (a promising new tool, though still experimental).

Experimentation 297

Experimentation Interactive Modeling Software 297

Cloudera

JULY 27, 2021

Here in the virtual Fast Forward Lab at Cloudera , we do a lot of experimentation to support our applied machine learning research, and Cloudera Machine Learning product development. Only through hands-on experimentation can we discern truly useful new algorithmic capabilities from hype.

Data Science 113

Data Science Enterprise Experimentation Machine Learning 113

IBM Big Data Hub

MARCH 27, 2024

However, while spend-based commodity-class level data presents an opportunity to help address the difficulties associates with Scope 3 emissions accounting, manually mapping high volumes of financial ledger entries to commodity classes is an exceptionally time-consuming, error-prone process.

Experimentation 80

Experimentation Modeling Deep Learning Data-driven 80

CIO Business Intelligence

JANUARY 19, 2024

Whether you’re looking to earn a certification from an accredited university, gain experience as a new grad, hone vendor-specific skills, or demonstrate your knowledge of data analytics, the following certifications (presented in alphabetical order) will work for you. and SAS Text Analytics, Time Series, Experimentation, and Optimization.

Data Science 126

Data Science Machine Learning Predictive Modeling Experimentation 126

Domino Data Lab

MAY 15, 2019

I was fortunate to see an early iteration of Pete Skomoroch ’s ML product management presentation in November 2018. Pete indicates, in both his November 2018 and Strata London talks, that ML requires a more experimental approach than traditional software engineering. more probabilistic rather than deterministic).

Machine Learning 111

Machine Learning Management Experimentation Uncertainty 111

CIO Business Intelligence

FEBRUARY 26, 2024

Embedding innovation into an organization often requires a change in mindset — one where experimentation is rewarded, and failed projects are seen as an important part of the learning process. Do leaders introduce new ideas and/or support ideas when they’re presented, and are they themselves open to change?

Experimentation 126

Experimentation Cost-Benefit Digital Transformation Risk 126

Cloudera

OCTOBER 4, 2023

Fast moving data and real time analysis present us with some amazing opportunities. This also achieves workload isolation, so we can run mission critical workloads independent from experimental and exploratory ones and nobody steps on anyone’s toes by accident. Don’t blink — or you’ll miss it!

Data Warehouse 85

Data Warehouse Experimentation Cost-Benefit Dashboards 85

CIO Business Intelligence

MAY 12, 2022

SageMaker is a full-service platform with data preparation tools such as the Data Wrangler, a nice presentation layer built out of Jupyter notebooks, and an automated option called Autopilot. The tool builds heavily on business intelligence and reporting by treating predictions as just another column in the analytics presentation.

Predictive Analytics 137

Predictive Analytics Analytics Statistics Machine Learning 137

Smarten

MAY 17, 2023

Because these offerings are evolving quickly, and many of the gaps and risks are not yet well understood, it is important to test and try these tools in an experimental environment so your business can explore the potential without opening itself to risk, liability and issues with user and customer satisfaction issues.

Digital Transformation 52

Digital Transformation Experimentation Risk Testing 52

CIO Business Intelligence

APRIL 2, 2024

Joanne Friedman, PhD, CEO, and principal of smart manufacturing at Connektedminds, says orchestrating success in digital transformation requires a symphony of integration across disciplines : “CIOs face the challenge of harmonizing diverse disciplines like design thinking, product management, agile methodologies, and data science experimentation.

Management 140

Management Digital Transformation Testing Experimentation 140

CIO Business Intelligence

JUNE 14, 2023

They can visualize and present data findings in dashboards, presentations, and commonly used visualization platforms. They should also have experience with pattern detection, experimentation in business, optimization techniques, and time series forecasting.

Big Data 126

Big Data Data Analytics Analytics Predictive Modeling 126

CIO Business Intelligence

JULY 3, 2023

According to a recently leaked Google memo, “The barrier to entry for training and experimentation has dropped from the total output of a major research organization to one person, an evening, and a beefy laptop.”

Management 105

Management Experimentation Modeling Enterprise 105

O'Reilly on Data

MARCH 31, 2020

In the best case scenario, the trained neural network accurately represents the underlying phenomenon of interest and produces the correct output even when presented with new input data the model didn’t see during training. The ability to make decisions based on data analytics is a prerequisite for an “experimental culture.”

Management 332

Management Machine Learning Experimentation Metrics 332

Dataiku

MARCH 25, 2024

When presented with a photograph of a scenic mountain landscape, an M-LLM might generate a captivating caption like, “A breathtaking view of snow-capped mountains against a clear blue sky.” M-LLM M-LLMs exhibit remarkable proficiency across various real-world tasks.

Visualization 132

Visualization Modeling Experimentation Testing 132

Ontotext

FEBRUARY 28, 2023

Nested repositories were an experimental feature in the GraphDB line before GraphDB 10. At the present time, we don’t have security controls at this level of separation in SPARQL. Or, there may even be a requirement that your data is compartmentalized so one attack only compromises some of your data.

Experimentation 52

Experimentation Management Enterprise IT 52

CIO Business Intelligence

DECEMBER 14, 2023

Aside from being extremely cold, working on the Slope presents major supply chain challenges,” says Pragati Mathur, chief digital and information officer for the energy exploration and production stalwart. Carlo had an inkling that 3D printing could really change the game.”

Manufacturing 100

Manufacturing Digital Transformation Experimentation Cost-Benefit 100

Ontotext

JULY 24, 2023

LLM presents all things as if they were true. And while there is a high expectation that LLM will mature rapidly – most activities and applications are still in their experimental phase. Quality Concerns Most LLM have been trained on data from across the Internet which means the quality can be subject to bias.

Modeling 98

Modeling Management Structured Data Data Architecture 98

Sisense

MARCH 6, 2019

Every year there’s high anticipation to see what key message Gartner will present in the yearly Data & Analytics Summits. I was very happy to see that the first key message – “Data Driven” – was subtitled with “Adopt an Experimental Mindset”. That data can be used to know us in the most intimate ways.

Data Analytics 75

Data Analytics Analytics Experimentation Data-driven 75

CIO Business Intelligence

JUNE 28, 2023

As Belcorp considered the difficulties it faced, the R&D division noted it could significantly expedite time-to-market and increase productivity in its product development process if it could shorten the timeframes of the experimental and testing phases in the R&D labs.

Digital Transformation 105

Digital Transformation Cost-Benefit Informatics Data mining 105

CIO Business Intelligence

MAY 16, 2023

It surpasses blockchain and metaverse projects, which are viewed as experimental or in the pilot stage, especially by established enterprises. Big Data collection at scale is increasing across industries, presenting opportunities for companies to develop AI models and leverage insights from that data.

Advertising 105

Advertising Recreation/Entertainment Experimentation Enterprise 105

DataRobot

JULY 27, 2021

Last fall, I penned a blog post around our Series F funding, focused on the fact that the era of experimental AI is over. Now — more than ever — I believe that there is an incredible opportunity with AI: it will create countless opportunities for the leaders and present existential threats to the laggards.

Machine Learning 98

Machine Learning Experimentation Modeling Forecasting 98

IBM Big Data Hub

MAY 9, 2023

It is well known that Artificial Intelligence (AI) has progressed, moving past the era of experimentation to become business critical for many organizations. While the promise of AI isn’t guaranteed and may not come easy, adoption is no longer a choice.

Metadata 77

Metadata Risk Experimentation Dashboards 77

DataRobot

MARCH 10, 2021

In the experiment, the study participants are presented with a set of scenarios in which a task fails. The experimenters simulated experiences in online travel and online dating, varying the time people waited for a search result.

Experimentation 145

Experimentation Machine Learning Key Performance Indicator Reporting 145

Perceptual Edge

APRIL 9, 2019

Stigchel is a professor in the Department of Experimental Psychology at Utrecht University in the Netherlands. This has important consequences for how we present information to others—especially attention architects. Such individuals know that simply presenting a visual message is never enough.

Visualization 75

Visualization Experimentation Advertising Management 75

DataRobot Blog

FEBRUARY 28, 2023

They can enjoy a hosted experience with code snippets, versioning, and simple environment management for rapid AI experimentation. The DataRobot MLOps dashboards present the model’s health, data drift, and accuracy over time and can help determine model accountability. Learn more about DataRobot hosted notebooks.

Data Processing 72

Data Processing Experimentation Machine Learning Modeling 72

Smarten

APRIL 18, 2023

While new medical techniques and tools can take time to refine and prove, doctors often leverage experimental techniques to save lives. Developers cannot introduce new knowledge bases for training, and the system does not cite its sources, so it is impossible to understanding the reliability of the data presented.

Digital Transformation 52

Digital Transformation Experimentation ROI Technology 52

Cloudera

SEPTEMBER 17, 2020

A large oil and gas company was suffering over not being able to offer users an easy and fast way to access the data needed to fuel their experimentation. To address this, they focused on creating an experimentation-oriented culture, enabled thanks to a cloud-native platform supporting the full data lifecycle.

Experimentation 81

Experimentation Data Warehouse Dashboards Visualization 81

DataRobot Blog

OCTOBER 18, 2022

At the conference main stage, Ricardo Baltazar, Associate Vice President, Innovation Lab at Canadian Tire Corporation presented the retail giant’s journey and success in scaling AI using DataRobot. Learn more about the DataRobot AI Cloud and the ability to accelerate your experimentation and production timelines. Request a Demo.

Big Data 96

Big Data Forecasting Experimentation Metrics 96

FineReport

DECEMBER 11, 2019

Although this book may have been somewhat outdated in the present, many of the ideas in it are still very useful. Pay attention to the profound influence of social media on consumer behavior; present new consumer behavior characteristics in the new network environment; analyze new hotspot marketing and consumption events.

Big Data 98

Big Data Statistics Experimentation Data Strategy 98

DataRobot Blog

JANUARY 10, 2023

Data science teams of all sizes need a productive, collaborative method for rapid AI experimentation. This flexibility allows you to import your local code into the DataRobot platform and continue further experimentation using the combination of DataRobot Notebooks with: Deep integrations with DataRobot comprehensive APIs.

Experimentation 52

Experimentation Machine Learning Data Science Modeling 52

CIO Business Intelligence

AUGUST 16, 2023

Finally, there’s a presentation layer to reach the world outside Svevia in order to exchange data with customers. Not for experiments For a company like Svevia, there’s no room for experimentation, underlines Wester. “We This is fairly young technology and we’re at the forefront of the world,” says Bäckström.

Risk 98

Risk Cost-Benefit Digital Transformation Internet of Things 98

IBM Big Data Hub

OCTOBER 4, 2022

It is well known that Artificial Intelligence (AI) has progressed, moving past the era of experimentation. Today, AI presents an enormous opportunity to turn data into insights and actions, to amplify human capabilities, decrease risk and increase ROI by achieving break through innovations.

Metadata 102

Metadata Risk Risk Management Experimentation 102

The Data Visualisation Catalogue

MARCH 3, 2019

This experimental visualisation uses a polar layout and extends into into 3D with a cylindrical form. Another experimental variation of a Treemap was carried out by Schulz and co, by taking the 3D Polar Treemap a step further by combining it with elements of the Steptree. 3D Polar Steptree. 14, Fig 10.

Experimentation 40

Experimentation Visualization Testing IT 40

Cloudera

JANUARY 12, 2021

At Cloudera, we take it to another level offering work with cutting edge and open source technologies, product experimentation, meaningful mentorship and group activities. . Interns were able to take part in several events as attendees, moderators and even present to members of the executive team including our CEO Rob Bearden. .

Experimentation 77

Experimentation Technology Software Strategy 77

AWS Big Data

NOVEMBER 2, 2023

The combination of EMR Serverless and Graviton2 presents an exciting opportunity to enhance the data processing capabilities and drive efficiency in our operations. GoDaddy benchmark During our initial experimentation, we observed that arm64 on EMR Serverless consistently outperformed or performed on par with x86_64. HCatalog 3.1.3

Cost-Benefit 85

Cost-Benefit Big Data Testing Optimization 85

CIO Business Intelligence

FEBRUARY 21, 2023

Heineken has embraced flexible working in teams, adopting agile methodologies and introducing two products teams for more than 80 experimentations where people can learn to apply scrum and agile ways of working. “Our role is to make sure the outlets are successful, and that works back to our success as well.”

Digital Transformation 105

Digital Transformation Sales Experimentation Optimization 105