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Cover image for Gaussian Process Regression: The Bayesian Approach to Curve Fitting

Apr 13

Gaussian Process Regression: The Bayesian Approach to Curve Fitting

#bayesian #supervisedlearning #probabilistic #inference

13 min read

Cover image for Hyperparameter Optimization: Grid vs Random vs Bayesian

Apr 10

Hyperparameter Optimization: Grid vs Random vs Bayesian

#optimisation #supervisedlearning #bayesian

16 min read

Cover image for Genetic Algorithms: From Line Fitting to the Travelling Salesman

Apr 3

Genetic Algorithms: From Line Fitting to the Travelling Salesman

#optimisation #supervisedlearning

11 min read

Cover image for Backpropagation Demystified: Neural Nets from First Principles

Apr 2

Backpropagation Demystified: Neural Nets from First Principles

#deeplearning #supervisedlearning #optimisation

13 min read

Cover image for Five Easy Pieces of Linear Regression

Mar 25

Five Easy Pieces of Linear Regression

#supervisedlearning #statistics #optimisation

12 min read

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