Personal
We never stop learning.
How to cite my work.
- Wrote some notes on the basics of coding by using MIT 6.00 (Fall 2008) as a skeleton.
2021-08
- Covered the basics of data science by following MIT 6.0002 (Fall 2016) incredibly closely. These notes are just here for completeness. You may as well just watch the fantastic lectures!
2021-11
- Worked through Stanford's CS229 (ML). Unsatisfied by the presentation of statistical learning theory.
2022-12
- Thus began the First Great Tangent — an 18-month-long deep-dive into measure-theoretic probability.
- KEB103 Conditional Exkebtations
Latest: 2026-01-20
- KEB103 Conditional Exkebtations
2024-08
- Re-wrote my ML notes from scratch. There are several ways to approach ordinary least-squares linear regression.
- Approach 1: Spent one month learning basic convex optimisation.
- Approach 2: Orthogonal Projection. My linear algebra was very rusty:
2025-10
- Thus began the Second Great Tangent — 3-month-long dive into (bi)linear algebra with a slight category-theoretic flavour.
- KEB104 Linear Alkebra
Latest: 2026-03-28
- KEB104 Linear Alkebra
2026-01
- This is the current state of the machine learning notes!
- KEB102 Introduction to Machine Learning

Latest: 2026-03-29
- KEB102 Introduction to Machine Learning
University
Here is a link to a tutorial for Getting Started With \(\LaTeX\) by cnguyen-uk.
- MA231 Vector Analysis
A revision guide I wrote that was distributed by the Warwick Maths Society during the 2016–2017 academic year. This guide reviews multivariable calculus and complex analysis.
2016-02
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7CCM327BT MSc Topology
I wrote these lecture notes which were used at King's College London by Prof. Igor Wigman during both the 2017–18 and 2018–19 academic years. The document covers point-set topology (continuity, connectedness, compactness) and serves as an introduction to algebraic topology (fundamental groups). At least 100 students have made use of it so far.
2017-11
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Pseudodifferential Operators and the Atiyah-Singer Index Formula
I also leave here my Master's dissertation in case anybody's curious.
2018-08