Teaching resources

University courses

number title location description
ETC3250/5250

Introduction to Machine Learning

Monash University Covers the classic methods for dimension reduction, supervised classification and cluster analysis. What is special about this unit is the use ot high-dimensional data visualisation to explain emothds, and to diagnose models.
ETC5521

Diving Deeper into Data

Monash University This is an advanced exploratory data analysiis unit, that is based on the spirit of Tukey, to discover the unexpected in data. It has a large focus on making effective plots of data, and checking for suprious structure with modern methods of inference for graphics.

Workshops

date title location
8/7/2024

Visualising High-dimensional Data with R

useR! 2024, Salzburg
28/11/2022

Visual methods for multivariate data - a journey beyond 3D

SASA 2022, George, South Africa
26/3/2024

Visualising High-dimensional Data with R

SSA SCV, online
26/3/2024

Visualising High-dimensional Data with R

SSA SCV, online
23/6/2020

Going beyond 2D and 3D to visualise higher dimensions, for ordination, clustering and other models

vISEC 2020
2/12/2023

Creating data plots for effective decision-making using statistical inference with R

SSA SCV, online
19/10/2023

Creating data plots for effective decision-making using statistical inference with R

Montevideo, Uruguay