Higher Mathematics: Sets and Notation Master set theory: definitions, notation, set operations (union, intersection), and common sets. Essential concepts for higher mathematics. 3 Apr 2025 Guide
Model Evaluation: Why Accuracy Isn’t Enough Learn why accuracy fails in imbalanced data. Master essential model evaluation metrics: Precision, Recall, and the F1 score for robust ML classification. 29 Mar 2025 Guide
From Love to Logic: How Algorithms Decide Our Matches Explore the Gale-Shapley Algorithm and the Stable Matching Problem. Learn how algorithms create stable pairings, not just perfect matches. 29 Jan 2025 Guide
The Impossible Bridges of Königsberg Learn how to find an Eulerian Path using Graph Theory and the degree of a vertex. Discover the solution to the Bridges of Königsberg puzzle. 20 Jan 2025 Guide
Surviving the First Year of Your Math Degree Essential tips for math degree survival at university. Master notation, proofs, and the shift from high school to degree-level mathematics. 12 Jan 2025 Guide
Information at a Glance: Do Your Charts Suck? Master data visualization: use pre-attentive features, Gestalt theory, and proper visual data encoding to create clear, effective charts 4 Dec 2024 Guide
Turing’s Turochamp: The Birth of AI in Games Discover Turing's Turochamp, Learn about Alan Turing's foundational paper-and-pencil chess algorithm and the birth of AI in games. 30 Oct 2024 Guide
The Hunt For Prime Numbers Explore prime number math: shortcuts, primality tests, Mersenne numbers, and the Lucas-Lehmer Test for finding the largest primes. 19 Oct 2024 Guide
Flowers, Staircases, and The Golden Ratio Explore the Fibonacci sequence, the Golden Ratio (φ), and their appearance in nature, from flowers to the staircase problem in math. 6 Oct 2024 Guide
Proof by Induction (Ft. The Tower of Hanoi) Learn the Tower of Hanoi Proof using Proof by Induction. Discover the minimum moves required for this classic combinatorics puzzle. 2 Oct 2024 Guide
How to Use the Strava API with Python – Beginner Tutorial Beginner's guide to the Strava API with Python. Use OAuth2 for authorization and get activity data. Handle access tokens and usage limits. 6 Sep 2024 Guide
Why We Can’t (Completely) Solve The Travelling Salesman Problem The TSP is NP-Hard due to exponential complexity. Understand the time-accuracy trade-off in finding optimal vs. approximate routes. 24 Aug 2024 Guide
Genetic Algorithms: Machine Learning with Darwinian Evolution The Genetic Algorithm uses Darwinian Evolution for machine learning. Learn selection, crossover, and mutation for efficient optimisation. 20 Aug 2024 Guide
