Domino Data Lab

MAY 20, 2021

Machine Learning algorithms often need to handle highly-imbalanced datasets. In their 2002 paper Chawla et al. Learning wider regions improves the generalisation of the classifier, as the region of the minority class is not so tightly constrained by the observations in the majority. Generation of artificial examples.

Machine Learning 136

Machine Learning Metrics Data mining Knowledge Discovery 136

bridgei2i

AUGUST 4, 2020

You know, we’re getting a lot of calls from our research clients going back through and saying, you know, what are the lessons we’ve learned from the past that we can be applying today? And it was funny cause I was going through a book that my business partner Barry Trailer and I wrote back in 2002.

Sales 52

Sales Enterprise B2B Digital Transformation 52

CIO Business Intelligence

APRIL 15, 2022

And 20% of IT leaders say machine learning/artificial intelligence will drive the most IT investment. Insights gained from analytics and actions driven by machine learning algorithms can give organizations a competitive advantage, but mistakes can be costly in terms of reputation, revenue, or even lives.

Analytics 145

Analytics Machine Learning Insurance Testing 145

Domino Data Lab

JANUARY 6, 2019

Different formats for learning materials, different approaches to curriculum (e.g., Case in point: circa 2002 I was teaching network security in a continuing education program. I can plot a line from high school “Algebra II” to the math needed for machine learning. Feature Engineering for Machine Learning.

Data Science 56

Data Science Machine Learning Reporting Visualization 56

Smart Data Collective

JULY 31, 2022

We mentioned that investors can use machine learning to identify potentially profitable IPOs. Machine learning algorithms could evaluate socioeconomic trends from around the world to make better forecasts. Predictive Analytics Helps Traders Deal with Market Uncertainty. Analytics Vidhya, Neptune.AI

Predictive Analytics 135

Predictive Analytics Analytics Uncertainty Forecasting 135

Domino Data Lab

APRIL 21, 2021

In this article, we’ll discuss the challenge organizations face around fraud detection, how machine learning can be used to identify and spot anomalies that the human eye might not catch. 16, 1 (January 2002), 321–357. [3] Learning from Imbalanced Data. It can be implemented as either unsupervised (e.g. 2] Nitesh V.

Statistics 69

Statistics Machine Learning Modeling Metrics 69

Domino Data Lab

JUNE 2, 2019

Secondly, I talked backstage with Michelle, who got into the field by working on machine learning projects, though recently she led data infrastructure supporting data science teams. Just doing machine learning is not enough, and sometimes not even necessary.”. First off, her slides are fantastic! Nick Elprin.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

BizAcuity

MAY 10, 2022

2002: Microsoft launches the.NET initiative. Microsoft launches Azure ML Studio for machine learning capabilities on the cloud. AWS rolls out SageMaker, designed to build, train, test and deploy machine learning (ML) models. Microsoft starts to offer Internet Explorer for free with its computers.

Data-driven 52

Data-driven IoT Unstructured Data Data Lake 52

IBM Big Data Hub

FEBRUARY 6, 2024

Internet companies like Amazon led the charge with the introduction of Amazon Web Services (AWS) in 2002, which offered businesses cloud-based storage and computing services, and the launch of Elastic Compute Cloud (EC2) in 2006, which allowed users to rent virtual computers to run their own applications.

Cost-Benefit 109

Cost-Benefit Digital Transformation Software Modeling 109

Alation

FEBRUARY 1, 2022

Sheer volume of data makes automation with Artificial Intelligence & Machine Learning (AI & ML) an imperative. Ventana Research , a respected advisory firm established in 2002, conducts unique and comprehensive research in the field of Analytics, Data, Digital technology, and Digital business.

Data Lake 52

Data Lake Data Governance ROI Cost-Benefit 52