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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
Self StudyVideo and Text Based

Courses and Certificate Fees

Fees InformationsCertificate AvailabilityCertificate Providing Authority
INR 1000yesIIT Bombay

The Syllabus

  • Introduction: Systems, behaviours, dynamical systems. Fundamental properties: linearity,shift/time-invariance.

  • Models and representations: AR, MA, ARMA. Kernel, image, latent variables.

  • Behaviours and modules: The fundamental principle and elimination theory.

  • Two crucial concepts: Controllability and observability.

  • From time series to linear systems: the most powerful unfalsified model.

  • The fundamental lemma of data-driven approach: persistency of excitation.

  • Data-driven control: Data-driven satbilization.

  • Data-drive control (contd.): Data informativity.

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