Resources
Worked examples
Sample outputs from completing the courses. Compare your charts — yours
should look broadly similar, not identical.
Starter kits
· Glossary
Top 15 subjects by entries 
Entry-count distribution 
Top subjects by A*–B % 
Computer Science entries over time 
Computer Science entries by sex 
CS vs Psychology contrast 
Maths volume vs A*–B by sex 
Maths A*–B rate by sex 
Daily returns (four tickers) 
NVIDIA moving averages 
MA strategy vs buy-and-hold 
Monte Carlo portfolio outcomes 
Earnings-day volatility 
Return correlations 
NVDA / SPY efficient frontier 
Momentum vs mean reversion 
Capstone relative strength 
Bounce after big down days 
Claims frequency & severity 
Quoted motor premiums 
Pension survival stress 
Profile B premium-cut decision 
Claim frequency 
Age-band relativities 
Chain-ladder IBNR 
Flood stress by region 
Flood reinsurance decision 
Synthetic peak tile 
Greenness profile 
Edge filter output 
CNN prediction map 
Confusion matrix 
EuroSAT contact sheet 
Baseline confusion matrix 
Augmentation curves 
Correct vs incorrect tiles 
Accuracy & time comparison 
Confusion matrix pair