Machine Learning and Statistics
An introduction to machine learning and the statistical aspects surrounding the theory.
Describe the stochastic nature of real-world measurements.
Select an appropriate mathematical model of a real-world problem.
Select an appropriate cost function for a given machine learning task.
Apply an optimisation technique to the parameters of a model.
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