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Maths EE (Search Engine Optimisation (SEO) (Recommendation Engines (Google…
Maths EE
Search Engine Optimisation (SEO)
Best formulas or algorithms?
Optimisation of adverts on social media
Markov Chain
Recommendation Engines
Google PageRank
Applying to something else?
Original Paper and Algorithm
PageRank explained mathematically
The Netflix Cinematch Algorithm
QR codes and matrices
Reed Solomon error checking algorithm
How phones read QR codes
Artificial Intelligence and Machine Learning
Quaternions in Computer Graphics
4D vector space: a + bi + cj + dk
Natural Language Processing
Maths behind Google Translate?
Statistical Machine Translation
Neural Networks
Linear Algebra
Backpropagation of derivates
Gradient descent algorithm
Compare different ML algorithms?
moves prediction closer to true/minimum value by following steepest descent
Riemannian Geometry
Probability
Bayes' Theorem
Applying a Bayesian Algorithm to predict illness
Naive Bayes Classifier
Computer Chess Algorithms
Heuristic algorithms
approximates exact solution in a short period of time
Knight’s Tour
is it possible to use a knight to jump around the chess board visiting each square once only?
Graph Theory
Combinatrics
Traveling Salesman Problem
Euler's Tour
Dijkstra’s Shortest Path Algorithm
Bellman-Ford Algorithm
Comparing different algorithms to apply the traveling sales problem in real life HK
Marriage Theorems and Matching
Gale Shapely Marriage Theorem
Apply marriage theorems to matching schools in Hong Kong
Apply marriage theorems to matching students and teachers at school
Cryptography
RSA public key encryption
Blockchain technology