---
year: 3
semester: 1
credits: 20
archived: false
title: IAML - Introductory Applied Machine Learning
course-acronym: iaml
links:
---

- <u>See shared drive for some unofficial solutions.</u>
- An amazing online course at Caltech by Yaser Abu-Mostafa - [link](http://work.caltech.edu/previous.html)
- A very detailed yet simple visual explanation of PCA, applied to a real-world scenario ([on `stats.stackexchange`](https://stats.stackexchange.com/a/140579))
- [Clearer (than our slides) explanation of SVMs](https://people.cs.pitt.edu/~milos/courses/cs2750-Spring03/lectures/class11.pdf)
- [Examinable topics summary](/resources/IAML.jpg) -  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

---
year: 3
semester: 1
credits: 20
archived: false
title: IAML - Introductory Applied Machine Learning
course-acronym: iaml
links:
---

- <u>See shared drive for some unofficial solutions.</u>
- An amazing online course at Caltech by Yaser Abu-Mostafa - [link](http://work.caltech.edu/previous.html)
- A very detailed yet simple visual explanation of PCA, applied to a real-world scenario ([on `stats.stackexchange`](https://stats.stackexchange.com/a/140579))
- [Clearer (than our slides) explanation of SVMs](https://people.cs.pitt.edu/~milos/courses/cs2750-Spring03/lectures/class11.pdf)
- Visual explanations of ML and Linear Algebra concepts
  - [Eigenvectors and Eigenvalues](http://setosa.io/ev/eigenvectors-and-eigenvalues/)
  - [Principal Component Analysis](http://setosa.io/ev/principal-component-analysis/)
- [Examinable topics summary](/resources/IAML.jpg) -  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

Add visual explanations for IAML from SETOSA
Add visual explanations for IAML from SETOSA