undergraduate machine learning 26: Optimization
Nando de Freitas • 10K views
Math topics:
Differential calculusGradientDerivativeChain ruleOptimization algorithms and methodsGradient descentLine searchNewton's method in optimizationNewton's methodEstimation theoryLeast squaresLinear regressionRegression analysisMathematicsQuadratic functionAlgorithmFunction (mathematics)Elementary arithmeticPlus and minus signsEquals signSummation
Other topics: