Logistic Regression for Binary Classification November 23, 2017 cost function derivative Gradient Descent logistic regression loss function slope +
TensorFlow Core June 18, 2017 assign computational graph Gradient Descent placeholder rank shape tensor variable +
Advanced Optimization Algorithms & Concepts February 25, 2017 Advanced Optimization bfgs conjugate gradient Gradient Descent l-bfgs +
Simplified Cost Function and Gradient Descent February 25, 2017 Gradient Descent Simplified Cost Function vectorized implementation +
Vectorization February 18, 2017 Gradient Descent hypothesis index matrix octave vectorization vectorized implementation +
Gradient Descent for Multiple Variables February 12, 2017 Gradient Descent learning rate multiple variables multivariate linear regression one variable +
Gradient Descent for Linear Regression February 10, 2017 batch gradient descent convex function global minimum Gradient Descent linear regression +
Gradient Descent - Intuition February 10, 2017 converge Gradient Descent intuition learning rate local optimum minus slope tangent line +
Gradient Descent February 09, 2017 convergence cost function global minimum Gradient Descent learni local minimum steepest descent +