# Better Informatics

### EPL - Elements of Programming Languages

Unofficial past paper solutions can be found in the EPL folder in the Team Drive.

### IAML - Introductory Applied Machine Learning | drps, info, papers December; December exam

• See shared drive for some unofficial solutions.
• An amazing online course at Caltech by Yaser Abu-Mostafa - link
• A very detailed yet simple visual explanation of PCA, applied to a real-world scenario (on stats.stackexchange)
• Clearer (than our slides) explanation of SVMs
• Visual explanations of ML and Linear Algebra concepts
• Examinable topics summary - Having analysed IAML exam papers from 2012 to date, here is the summary of topic covered.
• To help with the understanding of topics that come across more often than others, score = frequency of occurance, expressed as % over 12

### SP - Speech Processing

Answers to multiple choice for past papers here.