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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 …
The Australian Survey of Social Attitudes - 2025 - Work orientations
… of Social Attitudes (AuSSA) is Australia’s main source of data for the scientific study of the social attitudes, … repeating that topic from time to time. The topic for 2025 is "Work orientations". This is the fifth time this has … 2025. Any contributed questions must be finalised by 28 September 2025. The fourth wave of data collection is due to …
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 …
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 …
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 …
ACSPRI Fellowship Program
… the emerging field of computational social sciences/social data science, and applied disciplines aligned with the social … 2. Stage 2 (invited after July 31 deadline, with stage 2 September 30 deadline): Applicants who have been invited to … video is available to view below: ACSPRI Fellow 2025/2026 - Alexandra Gregory (Charles Darwin University) …
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. …
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, … survey) The first wave of data collection is due to run in September 2024. Any contributed questions must be finalised … fourth wave of data collection is due to run in February 2025. Any contributed questions must be finalised by 10 …