# Linear Regression, Basic Optimization ## Slides * Linear Regression, Basic Optimization [keynote](../../slides/1_31/4-Linear-Methods.key) [PDF](../../slides/1_31/4-Linear-Methods.pdf) * Jupyter notebooks * Linear Regression from scratch [Jupyter](../../slides/1_31/linear-regression-scratch.ipynb), [PDF](../../slides/1_31/linear-regression-scratch.pdf) * Linear Regression in Gluon [Jupyter](../../slides/1_31/linear-regression-gluon.ipynb), [PDF](../../slides/1_31/linear-regression-gluon.pdf)