Course resources
The supplied lectures and labs, a detailed study guide and quick references. Page citations use PDF page order.
Your study roadmapA 14-day plan and what the course actually assesses.Read Formula & code referenceUnits, denominators, fitted parameters and the Python you need to read.Read Exam traps & reporting templatesThe distinctions that cost marks, and evidence-based writing templates.Read Source map & coverageWhich lecture pages and lab cells each topic comes from.Read
The complete 38-page study guideDetailed explanations, worked calculations, a separate written practice exam and its answer guide.
Open PDF Original course materials 8 files
- IPYNBLab_01_Rows_Joins_Missingness_Student(1).ipynb
- IPYNBLab_02_Describing_Data_Student.ipynb
- PDFWeek_2_Describing_Data_SLIDES.pdf
- PDFdata-science-fundamentals-week-3.pdf
- PDFdata-science-fundamentals-week-4(1).pdf
- PDFdata-science-fundamentals-week-4-lab-instructions.pdf
- PDFdata-science-fundamentals-week-5(1).pdf
- PDFweek-1-lecture.pdf
Coverage: five lecture decks (279 PDF pages including Lab 4), plus the three latest notebooks in Lab work. Personalised datasets, later-week lecture decks and an official final paper were not supplied. Use your own ID/seed for personalised lab outputs.