James, Witten, Hastie, Tibshirani, An Introduction to Statistical Learning: with Applications in R (2016) Hastie, Tibshirani, Friedman, The Elements of Statistical Learning: Data Mining, Inference and ...

Machine learning algorithms. Machine learning depends on a number of algorithms for turning a data set into a model. Which algorithm works best depends on the kind of problem you’re solving, the ...

Mathematical optimization — the leading prescriptive analytics tool in the market — leverages the latest available data, a mathematical model of your business environment and an algorithm ...

Algorithmic Techniques in Machine Learning. This information is for the 2024/25 session. Teacher responsible. Dr Neil Olver. Availability. ... Machine Learning and Data Mining. Students must have ...