Neural Networks - The Math of Intelligence #4
Siraj Raval • 35K views
Math topics:
Estimation theoryOverfittingLinear regressionRegression analysisMathematical analysisFunction (mathematics)Gradient descentFunction compositionCalculusMaxima and minimaVariable (mathematics)Series (mathematics)Partial derivativeGraph theoryGlossary of graph theoryGraph (discrete mathematics)Vertex (graph theory)
Other topics:
Artificial neural networksBackpropagationDeep learningActivation functionArtificial neural networkSelf-organizing mapFeedforward neural networkBackpropagation through timePhysicsNonlinear systemEuclidean vectorLinearityLinear algebraMatrix (mathematics)Dot productLinear mapMetaphysicsInformationValue (ethics)RandomnessFuturologyMachine learningPredictionRecurrent neural network