Types of Machine Learning 2
This lecture gives an overview of the main categories of machine learning, including supervised, un-supervised, and semi-supervised techniques, depending on the availability of expert labels. We also discuss the different methods to handle discrete versus continuous labels.
Book website: http://databookuw.com/
Steve Brunton's website: eigensteve.com
This video was produced at the University of Washington, and we acknowledge funding support from the Boeing Company
Видео Types of Machine Learning 2 канала Steve Brunton
Book website: http://databookuw.com/
Steve Brunton's website: eigensteve.com
This video was produced at the University of Washington, and we acknowledge funding support from the Boeing Company
Видео Types of Machine Learning 2 канала Steve Brunton
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Data-Driven Control: The Goal of Balanced Model ReductionRobust Regression with the L1 Norm [Python]System Identification: Regression ModelsKoopman Spectral Analysis (Multiscale systems)The Wave Equation and Slack Line PhysicsME564 Lecture 21: Linear algebra in 2D and 3D: inner product, norm of a vector, and cross productInterpretable Aeroelastic Models for Control at Insect ScaleExtremum Seeking Control in SimulinkSystems of Differential Equations with Forcing: Example in Control TheoryAirfoil pitching about leading-edge (+/- 20 deg, Re=100), with FTLE visualizationHankel Alternative View of Koopman (HAVOK) Analysis [FULL]Airfoil pitching about leading-edge (+/- 27.1 deg, Re=100), with FTLE visualizationVorticity field for plunging plate in a quiescent fluidEngineering Math Pre-Req: Quick and Dirty Introduction to MatlabAirfoil pitching about quarter-chord (+/- 27.1 deg, Re=100), with FTLE visualizationData-Driven Control: Error Bounds for Balanced TruncationSVD: Eigenfaces 4 [Matlab]Particles starting near positive-time LCS attract onto negative-time LCSMeasure-preserving EDMD: A 4-line structure-preserving & convergent DMD algorithm!Validation of forward-time FTLE field for vortex sheddingME565 Lecture 23: Laplace Transform and ODEs with Forcing and Transfer Functions