DataRobot Blog

JANUARY 10, 2023

Data science teams of all sizes need a productive, collaborative method for rapid AI experimentation. DataRobot Notebooks is a fully hosted and managed notebooks platform with auto-scaling compute capabilities so you can focus more on the data science and less on low-level infrastructure management. A host of open-source libraries.

Experimentation 52

Experimentation Machine Learning Data Science Modeling 52

IBM Big Data Hub

APRIL 18, 2024

AGI, sometimes referred to as strong AI , is the science-fiction version of artificial intelligence (AI), where artificial machine intelligence achieves human-level learning, perception and cognitive flexibility. The majority (72%) of enterprises that use APIs for model access use models hosted on their cloud service providers.

Cost-Benefit 93

Cost-Benefit Modeling Manufacturing Interactive 93

Ontotext

NOVEMBER 2, 2023

And while there is a great deal of experimentation underway, most organizations have only scratched the surface in a use-case-by-use-case fashion. This includes the reference data about business entities, agents, and people. Most of the leading market research firms consider graph technologies to be a “critical enabler.”

IT 69

IT Cost-Benefit Data-driven Technology 69

The Unofficial Google Data Science Blog

JULY 22, 2020

This post considers a common design for an OCE where a user may be randomly assigned an arm on their first visit during the experiment, with assignment weights referring to the proportion that are randomly assigned to each arm. There are two common reasons assignment weights may change during an OCE.

Experimentation 95

Experimentation Statistics Testing Strategy 95

Occam's Razor

JUNE 4, 2018

Social cues (/proof) can help create a sense of urgency for a whole host of companies. Your current customers refer your products and services to their friends, family, and complete strangers—in exchange for a little benefit for themselves. 800 plusses on Google+. But you get the idea. Why not use it?

Strategy 124

Strategy Cost-Benefit Testing Sales 124

Alation

DECEMBER 14, 2021

These systems offer numerous web-centric features that bolster customer service and engagement, provide server scalability during periods of fluctuating traffic, and allow easy experimentation with new technologies and promotional strategies. What is cloud-hosted? Examples of cloud-hosting providers include: Alibaba Cloud.

Cost-Benefit 52

Cost-Benefit Data Processing Optimization Consulting 52

Jet Global

APRIL 27, 2023

In reaction to these rules, some jurisdictions, including those in the US, have proposed a qualified domestic minimum tax, which would allow the host country to step in and apply a minimum tax to its residents, precluding other jurisdictions from capturing the minimum tax under the income inclusion rule (IIR) or the undertaxed payments rule (UTPR).

Manufacturing 52

Manufacturing Marketing Experimentation Reporting 52

IBM Big Data Hub

OCTOBER 20, 2023

Automated development: With AutoAI , beginners can quickly get started and more advanced data scientists can accelerate experimentation in AI development. Generative AI capabilities Content generator: Generative AI refers to deep-learning models that can generate text, images and other content based on the data they were trained on.

Machine Learning 75

Machine Learning Manufacturing Cost-Benefit Deep Learning 75

Ontotext

MAY 18, 2020

Ever since Hippocrates founded his school of medicine in ancient Greece some 2,500 years ago, writes Hannah Fry in her book Hello World: Being Human in the Age of Algorithms , what has been fundamental to healthcare (as she calls it “the fight to keep us healthy”) was observation, experimentation and the analysis of data.

Knowledge Discovery 72

Knowledge Discovery Experimentation Data-driven Metadata 72

AWS Big Data

MARCH 20, 2023

Top line revenue refers to the total value of sales of an organization’s services or products. Druid hosted on Amazon Elastic Compute Cloud (Amazon EC2) integrates with the Kinesis data stream for streaming ingestion and allows users to run slice-and-dice OLAP queries. Operational dashboards are hosted on Grafana integrated with Druid.

Analytics 52

Analytics Slice and Dice Data Processing Data Lake 52

AWS Big Data

JULY 26, 2023

You can choose to host your collection on a public endpoint or within a VPC. We recognize that many of you are in the experimentation phase and would like a more economical option for dev-test. All the data in the vector engine is encrypted in transit and at rest by default.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

Cloudera

JUNE 6, 2019

The typical Cloudera Enterprise Data Hub Cluster starts with a few dozen nodes in the customer’s datacenter hosting a variety of distributed services. We sometimes refer to this as splitting “dev/test” from “production” workloads, but we can generalize the approach by referring to the overall priority of the workload for the business.

Metadata 85

Metadata Data Lake Optimization Strategy 85

Domino Data Lab

JULY 2, 2019

Although not specifically cited by the AutoPandas project (apologies if I missed a reference?) several aspects of that earlier U Washington project seem remarkably similar, including the experimental design, train/test data source, and even the slides. Data-related events to mark on your calendars: spaCy IRL , Jul 5-6, Berlin.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105