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Machine Learning for Data Science: Supervised Learning Techniques: Online (3 days)

…   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 …

Introduction to Deep Learning for Social Sciences: Online (3 days)

…   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: Online (3 days)

… 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. This course will be run over 3 days using the …

Survey Experiments for Political Science: Online

… foundations of designing, implementing and analysing basic online survey experiments in political science. It is intended for those with no or limited … your survey.  Topics covered under analysis include:  data cleaning and checking,  hypothesis testing and data …

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 …

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 …

Benefits of membership

… and to serve our members through 3 main areas of activity: Learning, education and professional development A national … Australia (ASA) and infrastructure development for members Data access and usage.   Member benefits: Learning, Education … course fees for the Summer and Winter Programs in Social Science Research Methods and Research Technology; Generous …

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 …

Introduction to Python for Social Sciences: Online (2 days)

…   One of the key skills in data science is making effective use of the Python software for manipulating data and generating results. Python is an established … Statements, Comments and Functions Native Python functions Data structures in Python   Day 2: Data manipulation Basic …

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 … Journal of Hydrology, 2024, https://www.sciencedirect.com/science/article/pii/S0022169424003779 Alexander, D. (2013) … ASBFEO (2025) August 2025 Small Business Pulse - Cautious optimism …