STAT3006 Statistical Learning (University of Queensland): rated 3.2/5 overall across 6 reviews collected on UQ Wall.
STAT3006 is a University of Queensland course taught by the Faculty of Science in Statistics. This page brings together its handbook details and what UQ students say about it.
Review data updated 2026-10-24.
Chinese title: 统计学习
Type: undergraduate
Credit points: 2
Subject area: Statistics
Faculty: Faculty of Science
Level: Undergraduate Level 3
Handbook year: 2026
Statistics is a key building block for numerous modern machine learning algorithms that have found success in many important applications. This course introduces the core ideas behind these algorithms from a statistical and mathematical perspective, providing the depth of understanding needed for students to apply the methods with awareness of their strengths and limitations.
STAT3006 has 6 scored reviews: overall 3.2/5 (all out of 5; higher difficulty means harder).
Sources: 6 Reddit comments that an AI model judged to be reviewing this course (average would-recommend 3.2/5).
On Reddit: "This isn’t really going to be helpful, but I did stat3006 last year and there wasn’t an exam component - this is the first year of exams being back if I’m not wrong. It’s probably best to just review all the content emphasised in your sample exam, and see if the lecturer spends …"
On Reddit: "Just looked at my reply and realised I got the course numbers wrong, STAT3006 is statistical learning, STAT3007 is deep learning lol. Machine learning is statistics at its core but STAT3006 is fairly theory based so if that isn't your cup of tea then fair enough. I don't think S…"
The course panel on UQ Wall shows every review and discussion in full.
Q: Is STAT3006 worth taking?
A: Averaged over 6 reviews: overall 3.2/5.
Q: Which faculty teaches STAT3006, and when is it offered?
A: STAT3006 is taught by the Faculty of Science. Check the official handbook for the current year.
UQ Wall is an independent student community and is not affiliated with University of Queensland.