Master AI-driven code mapping with this 4-step guide to navigating legacy projects. Turn complex code into clear diagrams and actionable documentation.

Do you over-rely on AI? Understand the risks of using AI for self-directed learning. Struggle productively. Reclaim your critical thinking.

Learn how to use regex pattern matching in Excel for advanced data cleaning, text extraction, and analysis.

Convolution kernels explained. Learn edge detection for images using filters and the Sobel operator. Essential computer vision concepts with Python.

Learn to build AI-powered apps using LLM APIs. This beginner’s guide covers prompt engineering, function calling, and creating custom AI tools.

Master advanced prompt engineering techniques like Chain-of-Thought, ReAct, and role-based prompting strategies to get smarter LLM responses

Unlock the math behind 22/7! Learn how continued fractions generate increasingly accurate rational approximations for irrational numbers like pi

Explore the math behind language. Learn how formal grammars shape speech, code, NLP, and the rules machines use to understand us.

Master set theory: definitions, notation, set operations (union, intersection), and common sets. Essential concepts for higher mathematics.

Learn why accuracy fails in imbalanced data. Master essential model evaluation metrics: Precision, Recall, and the F1 score for robust ML classification.

Perlin noise for procedural generation. Learn to create realistic mountains, cliffs, and caves with parameters like persistence, lacunarity, and Fractal Brownian Motion.

Explore the Gale-Shapley Algorithm and the Stable Matching Problem. Learn how algorithms create stable pairings, not just perfect matches.

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.

Master data visualization: use pre-attentive features, Gestalt theory, and proper visual data encoding to create clear, effective charts

Discover Turing’s Turochamp, Learn about Alan Turing’s foundational paper-and-pencil chess algorithm and the birth of AI in games.

Explore prime number math: shortcuts, primality tests, Mersenne numbers, and the Lucas-Lehmer Test for finding the largest primes.

Explore the Fibonacci sequence, Golden Ratio (φ), and their appearance in nature, from flowers to the staircase problem in math.

Explore Hilbert’s Hotel Paradox and transfinite numbers. Learn how to accommodate infinite guests, buses, and spaceships using infinity math.

Learn the Tower of Hanoi Proof using Proof by Induction. Discover the minimum moves required for this classic combinatorics puzzle.

Essential tips for math degree survival at university. Master notation, proofs, and the shift from high school to degree-level mathematics.