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Machine Learning for Data Science: Supervised Learning Techniques (3-day)

…   Machine Learning techniques are becoming increasingly popular across … of research areas and a necessary skill for the serious data analyst. This branch of artificial intelligence relates … is part of the ACSPRI suite of courses in social data science and is specially designed for those who want a gentle …

Survey Experiments for Political Science

… foundations of designing, implementing and analysing basic online survey experiments in political science. It is intended for those with no or limited … Soft-launch and fielding your survey.  Analysis:  Data cleaning and checking,  Hypothesis testing and data …

Computational Social Science: From Social Networks to Simulating Societies

… social science focusing on three themes: (1) networks as data (why do actors such as people and organisations connect … and simulation (how can statistical techniques including machine learning and AI be used to predict latent attributes of … metrics Collecting online network and text data using VOSON - 1 (possible data sources: Reddit, YouTube …

The Australian Survey of Social Attitudes - 2024 - Digital Societies

… of Social Attitudes (AuSSA) is Australia’s main source of data for the scientific study of the social attitudes, … that topic from time to time. The topic for the upcoming 2024 survey is "Digital Socities". This will be the first … survey) The first wave of data collection is due to run in September 2024. Any contributed questions must be finalised …

About the Social Science Methodology Conference

… ACSPRI is committed to supporting empirical social science in Australia. It does this through facilitating access to the extensive holdings of survey data maintained by the Australian Data Archive ; running … was held at the University of Sydney in November, 2024 . ACSPRI Conferences ACSPRI Social Science Methodology …

ACSPRI Instructor: Maria Prokofieva

… Associate Professor in AI/ML at Victoria University and a data lead at the Mitchell Institute, Vic. She works on … to research applications in business and healthcare. As a machine learning engineer with a deep passion for the responsible …

Introduction to Deep Learning for Social Sciences (3-day)

…   Social science research increasingly involves complex data such as … to analyse using traditional methods.  That’s where deep learning comes in. Deep learning provides practical ways to …   Day 1: Foundations of Deep Learning (DL) Introduction to working with Python, Google …

Introduction to Large Language Models (LLMs) in Social Sciences (3-day)

… revolutionizing how we understand and process text-based data in the social sciences—and this is just the beginning. Don’t miss out!   In today's data-driven world, making sense of text data is more … is part of the ACSPRI suite of courses in social data science.   …

About ACSPRI's Courses

… a practical and applied approach to research methods and data analysis, promoting hands-on learning opportunities, and using highly skilled and … We also offer 1-to-4 day workshops and Master-classes online throughout the year. Check the ACSPRI events calendar …

Publications using AuSSA Data or citing AuSSA

… The ISSP list only includes publications that use data from at least two countries (that may include Australian data). ​Publications (updated March 2024): Adams, C. (2010). Public opinion on the sentencing of … 2nd Annual Population Australia 2050 summit, Melbourne 26 September 2011. …