Personal

We never stop learning.
How to cite my work.

2021-08

• Wrote some notes on the basics of coding by using MIT 6.00 (Fall 2008) as a skeleton.
  • KEB100 Introduction to Python & Algorithms

2021-11

• 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!
  • KEB101 Introduction to Data Science

2022-12

• Worked through Stanford's CS229 (ML). Unsatisfied by the presentation of statistical learning theory.

2024-08

• Thus began the First Great Tangent — an 18-month-long deep-dive into measure-theoretic probability.
  • KEB103 Conditional Exkebtations

    Latest: 2026-01-20

2025-10

• 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:

2026-01

• 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

• This is the current state of the machine learning notes!
  • KEB102 Introduction to Machine Learning

    Latest: 2026-03-29

University

Here is a link to a tutorial for Getting Started With \(\LaTeX\) by cnguyen-uk.

2016-02

• 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.

2017-11

• 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.

2018-08

• Pseudodifferential Operators and the Atiyah-Singer Index Formula
  I also leave here my Master's dissertation in case anybody's curious.