Linear Models Articles

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11/5/2022 • EN

A tutorial on visualizing custom statistical models, including linear and non-linear fits, using ggplot2 in R for data science workflows.

data visualization Ggplot2 Linear Models R Statistical Modeling

11/20/2020 • EN

Explains the Neural Tangent Kernel concept through simple 1D regression examples to illustrate how neural networks evolve during training.

Gradient Descent Linear Models Machine Learning Neural Networks Neural Tangent Kernel

7/8/2013 • EN

Explains how to parallelize QR decomposition for linear models on big data using R's biglm package and incremental merging.

Big Data Linear Models Parallel Computing Qr Decomposition R

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