Machine Learning

Powerful ML tools designed to be used by Geoscientists

ML Header Cropped v2
ML

The extinction of machine learning?

A short note by Dan Cornford on the place of machine learning in the geosciences, part of the Art of Science series of technical notes. Please click here to read the full technical note: 

[DownloadInfo id="112"]

Dan Cornford

Managing Director​ & Data Scientist

Features

Predict values with quantified uncertainty

ML Regression Cropped

Categorise data and evaluate models with interactive tools

ML Classification Cropped

Group similar samples and build a range of models to compare

ML Clustering Cropped

Pre-process data with advanced options

OutlierDetection800x600

Benefits

Discover patterns in your data

Gain new insights using advanced machine learning techniques

Build useful models without coding

Use your data to learn models and store these in p:IGI

Understand model limits and uncertainty

Explore a range of models, and visualise the uncertainty in your predictions

Avoid overconfidence

Evaluate predictions critically with guided workflows and diagnostics

Find out more