2021
Using data to improve professional squash rankings
October 12, 2021
Intuitive ways of understanding Dynamic Time Warping
July 3, 2021
The most outstanding male squash players
June 20, 2021
Similarity trees and NaN trees
April 17, 2021
Examples of collider bias
February 21, 2021
Using Data Science to Create Art
January 1, 2021
2020
Presentations. Turning good slides into great slides
December 23, 2020
Visualising L1 and L2 Regularisation
December 20, 2020
Squash rankings, Part III, All hail Bokeh!
November 1, 2020
Visualising L1 and L2 regularisation, Part II, Lessons learnt from an experienced programmer
October 18, 2020
Visualising L1 and L2 regularisation
October 11, 2020
Squash rankings, Part II, dimension reduction and clustering
September 28, 2020
Stochastic Gradient Descent, Part III, Fitting linear, quadratic and sinusoidal data using a neural network and SGD
September 17, 2020
Squash rankings, Part I, Scraping wikipedia and data analysis
September 17, 2020
Stochastic Gradient Descent, Part II, Fitting linear, quadratic and sinusoidal data using a neural network and GD
September 11, 2020
Stochastic Gradient Descent, Part I, Gradient descent on linear, quadratic and sinusoidal data
September 10, 2020
FastAI Course, Part III, Frustrations with creating an image classifier
September 8, 2020
Analysing the movies I've watched, Part V, Data visualisation II
September 2, 2020
FastAI Course, Part II, Lesson 1 and sentiment analysis
August 30, 2020
Analysing the movies I've watched, Part IV, Data visualisation
August 24, 2020
Analysing the movies I've watched, Part III, Joining the tables
August 19, 2020
The CAP Theorem's never ending rabbit hole
August 14, 2020
FastAI Course, Part I, Lessons 1 and 2
August 9, 2020
Analysing the movies I've watched, Part II, Data cleaning
August 3, 2020
Analysing the movies I've watched, Part I, Data collection
August 2, 2020
EuroPython Conference 2020, Summary
July 26, 2020
EuroPython Conference 2020, Day 2
July 24, 2020
EuroPython Conference 2020, Day 1
July 23, 2020
Santander Dataset, Part III, Learning from others
July 18, 2020
Neural Networks, Part II, First MNIST model
July 14, 2020
Santander Dataset, Part II, Feature Selection
July 13, 2020
Neural Networks, Part I, Basic network from scratch
July 9, 2020
Santander Dataset, Part I
July 1, 2020
Stop and Search, Part III, Data Analysis
June 22, 2020
Stop and Search, Part II, Data Cleaning
June 17, 2020
Do students do their homework last minute?
June 16, 2020
Stop and Search, Part I, Data Collection
June 15, 2020