For those interested in employing linear regression using R, this freely available book: https://pyoflife.com/linear-regression-using-r-an-introduction-to-data-modeling/

#datamodeling #R #CodingBook #StatisticalModels #statisticalanalysis #statisticallearning #StatisticalProgramming

#AI demystified: a decompiler

To prove that any "artificial neural network" is just a statistically programmed (virtual) machine whose model software is a derivative work of the source dataset used during its "training", we provide a small suite of tools to assemble and program such machines and a decompiler that reconstruct the source dataset from the cryptic matrices that constitute the software executed by them.

Finally we test the suite on the classic #MNIST dataset and compare the decompiled dataset with the original one.

#ArtificialIntelligence
#MachineLearning
#ArtificialNeuralNetworks
#microsoft
#GitHubCopilot
#Python
#StatisticalProgramming
#VectorMappingMachine

http://www.tesio.it/2021/09/01/a_decompiler_for_artificial_neural_networks.html