Courses
In the past I have taught or developed:
- STAT1003 Statistical Techniques (100%) at the Australian National University
- ETC3250/5250 Introduction to Machine Learning (100%) at Monash University
- ETC5521 Exploratory Data Analysis (50%) at Monash University
- ETC5512 Wild Caught Data (25%) at Monash University
- ETC5523 Communicating with Data (100%) at Monash University
- An interactive introduction to data analysis with R
- STAT5002 Introduction to Statistics (50%) at The University of Sydney
- STAT3012 Applied Linear Models (100%) at The University of Sydney
- STAT906 Experimental Design (100%) at the University of Wollongong
- MATH1013 Mathematical Modelling (50%) at The University of Sydney
- MATH1005 Statistics (100%) at The University of Sydney
I have also tutored various mathematics and statistics courses.
Materials
Do you use my teaching materials? If yes, it would be awesome if you could fill out this very short survey for me to get statistics of its use!
Wild-Caught Data
- Synthetic and Simulated Data Last taught in May 13, 2020
- The Language of Designed Experiments Last taught in May 20, 2020
- Introduction to Data Collection Methods Last taught in Mar 1, 2021
- Australian Census Last taught in Mar 22, 2022
- Australian Election Last taught in Mar 29, 2022
- Combining Australian Census and Election Data Last taught in Apr 5, 2022
No matching items
Communicating with Data
- Basic communication theory and practice Last taught in Jul 25, 2022
- Introduction to web technologies Last taught in Aug 1, 2022
- Communicating data with interactive web apps Last taught in Aug 8, 2022
- Data storytelling on the web Last taught in Aug 15, 2022
- Data tables Last taught in Aug 22, 2022
- Statistical model outputs Last taught in Aug 22, 2022
- Effective data visualisation Last taught in Aug 29, 2022
- Captivating statistical presentations Last taught in Sep 5, 2022
- Clearly communicating with code Last taught in Sep 12, 2022
- Stylishly communicating with code Last taught in Sep 19, 2022
- Narrative Last taught in Oct 3, 2022
- Visual Last taught in Oct 10, 2022
- Interactive Last taught in Oct 17, 2022
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Exploratory Data Analysis
- Initial data analysis Last taught in Aug 9, 2021
- Single variable Last taught in Aug 16, 2021
- Comparisons Last taught in Aug 30, 2021
- Model diagnostics Last taught in Sep 13, 2021
- Visual inference Part I Last taught in Oct 11, 2021
- Visual inference Part II Last taught in Oct 18, 2021
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Introduction to Machine Learning
- Overview Last taught in Feb 27, 2023
- Non-parametric regression Last taught in Mar 6, 2023
- Variable selection Last taught in Mar 6, 2023
- Regularisation Last taught in Mar 13, 2023
- Resampling Last taught in Mar 13, 2023
- Discriminant analysis Last taught in Mar 20, 2023
- Logistic regression Last taught in Mar 20, 2023
- Decision trees Last taught in Mar 27, 2023
- Tree ensemble methods Last taught in Apr 3, 2023
- k-nearest neighbours Last taught in Apr 17, 2023
- Dimension reduction Last taught in Apr 24, 2023
- Clustering Last taught in May 1, 2023
- Support vector machines Last taught in May 8, 2023
- Neural network Part I Last taught in May 15, 2023
- Neural network Part II Last taught in May 22, 2023
- Wrap-up Last taught in May 22, 2023
No matching items
Workshops
- Text Analysis with Large Language Models
Last hosted by the Statistical Society of Australia on Jun 3, 2025 - Large Language Models for R Users
Last hosted by the Statistical Society of Australia on Mar 19, 2025 - Introduction to Statistics with R
Last hosted by the CSIRO Agriculture and Food on Feb 18, 2025 - Introduction to Large Language Models for Statisticians
Last hosted by the Statistical Society of Australia on Oct 15, 2024 - Data Wrangling with R
Last hosted by the Statistical Society of Australia NSW Branch on Dec 1, 2020 - Data Visualisation with R
Last hosted by the Statistical Society of Australia VIC Branch on Nov 11, 2020 - Tidyverse and R Markdown Workshop
Last hosted by the International Biometrics Society Australasia Region on Dec 1, 2019 - R Package & R Markdown Workshop
Last hosted by the Statistical Society of Australia VIC Branch on Nov 19, 2019 - Statistical Methods for Omics Assisted Breeding
Last hosted by the Univeristy of Tokyo on Nov 12, 2018