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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 … work. This masterclass is part of the ACSPRI suite of courses in social data science and is specially designed for …
About ACSPRI's Courses
… ACSPRI courses are designed to cater for fundamental, changing and … a practical and applied approach to research methods and data analysis, promoting hands-on learning opportunities, and using highly skilled and … About ACSPRI's Courses …
Online
… Our online courses are delivered using Zoom Please ensure you … Reliable Internet connection with at least 1Gb per day of data available (i.e. a 5 day course will use about 5Gb of data just on the Zoom application) A computer/laptop with the … Online …
Introduction to Large Language Models (LLMs) in Social Sciences (3 days)
… revolutionizing how we understand and process text-based data in the social sciences—and this is just the beginning. … This masterclass is part of the ACSPRI suite of courses in social data science. … external information retrieval mechanisms. Reinforcement Learning from Human Feedback (RLHF): Incorporating human …
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 …
Introduction to Deep Learning for Social Sciences (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 …
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 … sponsored and hosted events. Discounted tuition rates for courses in the Interuniversity Consortium for Political and …
ACSPRI Instructor: Joanna Dipnall
… interests in the advanced statistical methods and machine and deep learning techniques. She completed her Honours in … Joanna works extensively with registry and linked medical data and collaborates extensively with the Faculty of IT at …
Fundamentals of Statistics
… in statistical methods with the emphasis on statistical techniques applicable to the social sciences, although these introductory techniques are also appropriate to the health sciences. Key … techniques covered in this unit. Our approach to learning will be largely non-mathematical, concentrating on …
Online Winter Program 2026
… ACSPRI's 2026 Winter Program will be offered entirely online. Courses will run over two weeks over the following dates: June 29 - July 3 July 6 - 10 Please note the early-bird deadline for … Online Winter Program 2026 …