Teaching

Open-Access Textbooks

The following open-access textbooks, built with Jupyter Book, provide step-by-step Python tutorials covering data analysis and statistical inference, with executable code examples and exercises drawn from economics and business datasets.

• Python for Data Analysis

  Companion text for the Data Analytics and Data Analysis modules, covering Python fundamentals, pandas, data visualisation, regression, and dashboard creation with Streamlit.

• Python for Statistics

  Companion text for the Quantitative Methods and Statistics module, with expanded coverage of data visualisation, filtering, and a statistics-focused regression case study.

Module leader for every module below, delivering all lectures and seminars.

Current Modules (2026–27)

• Principles of Economics 1st Year, year-long · Aug 2025–Present
  Economics & Finance
• Quantitative Methods & Statistics 1st Year, year-long · Aug 2025–Present
  Economics & FinancePython, Colab, DesmosPython Notes
• Microeconomics Analysis 2nd Year, year-long · Aug 2021–Present
  Economics & FinanceDesmos
• Data Analysis 2nd Year · Aug 2025–Present
  Accounting & FinancePython, ColabPython Notes
• Econometrics 2nd Year · Sep 2026–Present
  Economics & FinancePython
• Research and Consultancy Skills 2nd Year · Sep 2026–Present
  Accounting & FinanceEconomics & Finance
• Artificial Intelligence 2nd Year · Sep 2026–Present
  Computer ScienceCyber SecurityPython
• Data Analytics and Modelling PG · Jan 2023–Present
  FinanceManagementPython, Colab, StreamlitPython Notes

Previous Modules

• Behavioural Economics and Finance 3rd Year · Jan 2022–Aug 2026
  Economics & FinanceoTree, VeconLab
• Monetary and Financial Economics 3rd Year · Aug 2025–Aug 2026
  Economics & Finance
• Introduction to Excel 1st Year · Aug 2025–Aug 2026
  Accounting & FinanceEconomics & FinanceComputer ScienceCyber SecurityBusiness ManagementMarketing
• Public Economics 3rd Year · Sep 2023–May 2025
  Economics & FinancePhilosophy, Politics & Economics
• Principles of Microeconomics 1st Year, year-long · Aug 2021–May 2024
  Economics & Finance
• Introduction to AI and Digital Technology 1st Year · Aug 2024–May 2025
  Accounting & FinanceEconomics & FinanceComputer ScienceCyber SecurityBusiness ManagementMarketing
• Mathematical Skills for Economists 1st Year · Aug 2022–May 2023
  Economics & FinanceDesmos, GeoGebra
• Monetary and Financial Economics 3rd Year · Aug 2021–Jan 2022
  Economics & Finance
• History of Economic Thought 2nd Year · Aug 2021–Jan 2022
  Economics & FinancePhilosophy, Politics & Economics
• Introduction to Python Workshop · Jan 2022–May 2022
  Economics & Finance

Lancaster University

• Advanced Microeconomics 2021
• Public Economics 2021
• Game Theory 2019–2021
• Principles of Economics ‘B’ 2016–2019
• MASH one-to-one sessions 2019–2020
• MASH library drop-in sessions 2020