Organizing AI, Machine Learning, and Deep Learning through Familiar Tasks

AI, machine learning, and deep learning. You see these terms repeatedly in introductory materials, yet you might stumble when ...

What are Machine Learning and Deep Learning?

Machine learning is a mechanism where computers learn patterns from data instead of humans writing instructions step by step.
techtarget

4 types of machine learning models explained

Artificial intelligence is built on the foundation of machine learning (ML) models. These models are software programs designed to classify data, identify data patterns, spot anomalies in data sets, ...
Nature

Machine-learning model generates images using light

Daniel Brunner is in the Optics Department, Marie and Louis Pasteur University, CNRS UMR 6174, FEMTO-ST Institute, 25000, Besançon, France. Machine-learning models identify relationships in a data set ...
techtarget

AI vs. machine learning vs. deep learning: Key differences

Organizations of all sizes use different types of AI to facilitate key functions. Distinguishing among AI technologies and understanding their architectures is essential to choosing AI to fit use ...
BIOENGINEER

Machine Learning Takes Flight: Designing Drone Wings for Mars’s Thin Air

Researchers at UPES Dehradun have combined CFD simulations with machine learning, including a physics-guided neural network, to rapidly optimize drone wing airfoils for flight in Mars's extremely ...
American Physical Society

Advancing Physical Understanding with Interpretable Machine Learning

A new artificial neural-network architecture opens a window into the workings of a tool previously regarded as a black box. Since the Scientific Revolution, scientific progress has mostly been made by ...
BIOENGINEER

Stop trusting single accuracy scores: why ML models need distributional evaluation

A large-scale study argues that machine learning performance should be reported as distributions with confidence intervals on ...
International Monetary Fund

GDP Nowcasting Performance of Traditional Econometric Models vs Machine-Learning Algorithms: Simulation and Case Studies

Are Machine Learning (ML) algorithms superior to traditional econometric models for GDP nowcasting in a time series setting? Based on our evaluation of all models from both classes ever used in ...
Morningstar%2c Inc.

Machine Learning Can Forecast Which Stock Factors Will Outperform

A recent study, “Picking Winners in Factorland: A Machine Learning Approach to Predicting Factor Returns,” set out to answer a critical question: Can machine learning techniques improve the prediction ...