QuantLab
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  • Welcome to QuantLab
  • Events in 2026
    • AI in Research – Brown Bag Workshop Series
    • Other 2026 events
  • Schedule 2025
  • Schedule 2024
  • Free online tutorials & webinars
  • Session materials
    • 2026
    • Archive (2024–2025)

Tutorials, Webinars & Sharezone

Free online tutorials, recorded webinars, and session materials

Welcome to QuantLab

QuantLab is a network bringing together social scientists at the University of Melbourne and beyond to share insights in quantitative methods and research.

Co-founded by Seraphine F. Maerz (Political Science) and Irma Mooi-Reci (Sociology), QuantLab is an inclusive network that welcomes everyone — from students to established researchers — interested in learning about quantitative methods and computational techniques.

News: QuantLab is transitioning into a Tier 2 research group at the Faculty of Arts, with Michael Falk (Digital Studies) joining as stream leader and René Rejón (Faculty of Arts) as Outreach and Impact Lead. Our work is organised into three research streams:

  • Political Communication and Discourse Analysis — led by Seraphine F. Maerz
  • Computational Approaches to Workforce Mobility and Inequality — led by Irma Mooi-Reci
  • Computational Literary Studies — led by Michael Falk

We offer hands-on seminars where you can learn cutting-edge methods, together with free online tutorials and session materials in our Sharezone — step-by-step guides on data management, reproducible research, and ready-to-use scripts in R, Stata, and Python. Most importantly, we provide a space to connect with fellow students and researchers, share ideas as well as knowledge, and collaborate.

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Events in 2026

AI in Research – Brown Bag Workshop Series

A new collaboration between the Melbourne Data Analytics Platform (MDAP), QuantLab, and the Community of AI in Research (CAIR). These monthly lunchtime workshops offer a relaxed, hands-on space to build confidence with AI in research — each session runs from 12–1pm at Melbourne Connect, with an optional drop-in until 1.30pm. Bring your lunch, your laptop, and your curiosity. Open to researchers at all levels and across all disciplines.

Register and find full details via the MDAP announcement — see also the series flyer.

Date Topic Presenter
10/08/26 Getting started with AI assistance for research: A hands-on introduction to using AI confidently in your research workflow. Manhari Room, Melbourne Connect — slides now available Dr. Mel Mistica (MDAP), Dr. Seraphine F. Maerz (SSPS)
14/09/26 Equipping AI agents with tools: A practical walkthrough of giving AI agents the tools they need to get research work done. Manhari Room, Melbourne Connect Dr. Daniel Russo-Batterham (MDAP)
12/10/26 Working with synthetic data: Generating and using synthetic data for research — when it helps, when it hurts, and how to do it well. Room M13, Melbourne Connect Prof. Irma Mooi-Reci (SSPS)
09/11/26 How to build your own RAG: Build a retrieval-augmented generation pipeline from scratch and plug it into your own research materials. Room M01, Melbourne Connect Taylor Ey (Melbourne Institute)
14/12/26 Analysing historical data with AI: Applying AI methods to historical sources — practical techniques and pitfalls. Manhari Room, Melbourne Connect Dr. David Goodman (SHPS)

Other 2026 events

Date Topic Presenter
31/03/26 Analysing Qualitative Data with Large Language Models (LLMs): From small, exploratory coding to large-scale yet in-depth qualitative analysis, with replicable workflows Dr. Seraphine F. Maerz, SSPS

More events will be added for 2027, stay tuned!

Schedule 2025

We meet in Linkway, 4th floor John Medley Building.

Date Time Topic Presenter
03/02/25 14:00-15:00 Intro to Causal Inference and Treatment Effects Dr. Chuck Huber, StataCorp LLC
11/02/25 03:00-09:00 Using AI for Text Analysis: An Introduction (online) Dr. Seraphine F. Maerz
18/02/25 10:00-16:00 Using AI for Text Analysis: Advanced Applications (online) Dr. Seraphine F. Maerz
03/03/25 12:00-13:00 Introduction to Version Control with Git Prof. Michael Zyphur, Dr. Mar Quiroga
20/03/25 09:30-12:30 Partner Event: Get Started with R MDAP
31/03/25 12:00-13:00 Regression Discontinuity Design Dr. Amrita Mitra
14/04/25 12:00-13:00 Shut Up and Git Dr. Tomasz Woźniak
12/05/25 12:00-13:00 Quantitative Text Analysis for Social Sciences Dr. Maxim Ananyev
26/05/25 12:00-13:00 Python for Social Science Research Dr. Daniel Russo-Batterham
28/07/25 12:00-13:00 Structural Modelling Using R (bsvars & bsvarSIGNs) Dr. Tomasz Woźniak
11/08/25 12:00-13:00 Building Your Own RAG Pipeline from Scratch! Taylor Ey

Schedule 2024

We met in Arts West Research Lounge. Lunch was kindly sponsored by the School of Social and Political Science.

Date Time Topic Presenter
05/08/24 11:30-13:00 Launch of QuantLab Intro to R and Quarto Seraphine F. Maerz, Irma Mooi-Reci
26/08/24 12:00-13:00 Using Stata for Panel Data Irma Mooi-Reci
09/09/24 12:00-13:00 Spatial Econometrics: An Introduction Ed Goldring
10/09/24 10:00-11:30 Introduction to Computational Social Science (online, Social Science Week) Jason Thompson, MCDS
07/10/24 10:00-16:00 Quarto in RStudio (online) Seraphine F. Maerz
14/10/24 12:00-13:00 Quantitative Text Analysis in R Seraphine F. Maerz
28/10/24 12:00-13:00 Structural Equation Modeling (SEM) in Stata Harry Ganzeboom
26/11/24 10:00-16:00 Using AI for Text Analysis in R (online) Seraphine F. Maerz

Browse our free online tutorials and recorded webinars on quantitative methods and computational techniques for social scientists — and download slides, code, and materials from our QuantLunch sessions.


Free online tutorials & webinars

Step-by-step guides on data management, reproducible research, and quantitative methods — plus recorded webinars. We warmly invite you to contribute — please contact us if you would like to share your tutorials, tips, or suggestions.

Quantitative Text Analysis in the Age of LLMs — FIRSA Webinar

18 Jun 2026 | Alfredo Hernández Sánchez, Seraphine F. Maerz, Bertrand De Longueville

FIRSA webinar recording bringing together researchers from Vilnius University, University of Melbourne, and the Joint Research Centre to discuss quantitative approaches to text analysis with large language models.

Using LLMs to Create Data Analysis Pipelines for Text-as-Data Research

SICSS Melbourne 2026 | Seraphine F. Maerz

Recorded talk from the Summer Institute in Computational Social Science on building reproducible LLM-powered pipelines for text-as-data research.

Coding texts with LLMs using quallmer

04 Feb 2026 | Seraphine F. Maerz

Introduction to the quallmer package for LLM-based qualitative coding in R — flexible codebooks, structured outputs, and transparent workflows.

How to use quanteda.llm for text analysis in R

03 Jun 2025 | Seraphine F. Maerz

Use the quanteda.llm package for LLM-powered text analysis — summarize, score, and validate large text corpora with OpenAI or Ollama.

How to use an open-source LLM in R for text analysis tasks

27 Jan 2025 | Seraphine F. Maerz

Get started with open-source LLMs for text analysis using Ollama and the rollama package in R — free, private, and locally stored.

How to use GitHub for collaborative RStudio projects

03 Oct 2024 | Seraphine F. Maerz

A minimal 3-step guide to using GitHub for collaborative RStudio projects — share code, data, and work together on research papers.

How to use R Studio with Quarto to write nice papers

04 Aug 2024 | Seraphine F. Maerz

Create beautiful Quarto documents combining code, analysis, and narrative — output to PDF, Word, or HTML with ease.

How to code your own personal website with Quarto

21 Jul 2024 | Seraphine F. Maerz

Build and deploy your own personal website with Quarto and GitHub in less than 30 minutes — no previous experience required.


Session materials

2026

AI in Research — Brown Bag Session 1: Getting Started with AI Assistance for Research

10 Aug 2026 | Dr. Mel Mistica (MDAP) & Dr. Seraphine F. Maerz (SSPS)

View Slides

Analysing Qualitative Data with LLMs

31 Mar 2026 | Dr. Seraphine F. Maerz

View Slides

Quallmer Tutorial

Hands-on: Analyzing Political Speeches with LLMs

View Tutorial

Workshop at Griffith

LLM Masterclass | April 2026 (for participants only)

Incorrect password

Preparation Guide (PDF) View Tutorial (QMD) View Slides

Archive (2024–2025)

Looking for older session materials? Find slides and resources from previous years on our GitHub repository.

Browse Archive on GitHub

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