Concepts2
📚TheoryIntermediate
Linear Algebra Theory
Linear algebra studies vectors, linear combinations, and transformations that preserve addition and scalar multiplication.
#linear algebra#vector space#basis+12
📚TheoryIntermediate
Gradient Descent Convergence Theory
Gradient descent updates parameters by stepping opposite the gradient: x_{t+1} = x_t - \eta \nabla f(x_t).
#gradient descent#convergence rate#l-smooth+12