Copyright
  1. Identification, Estimation, and Learning...
  2. >
  3. Graduate Level Mechanical...
  4. >
  5. Graduate Level Engineering...
  6. >
  7. OpenCourseWare (Graduate...

Identification, Estimation, and Learning OpenCourseWare: A Free MIT Grad-Level Course on System Identification and Estimation

Published Jan 26, 2009

RSS Feed

Students taking part in MIT's 'Identification, Estimation and Learning' OpenCourseWare project will learn about the theoretical basis for system identification, estimation and learning. Specific topics to be covered in the course include Kalman filters, neural nets, radial basis functions, wavelets and informative data sets. A background in Mechanical Engineering is required for the successful completion of the course.

Identification, Estimation, and Learning: Course Specifics

Degree Level Free Audio Video Downloads
Graduate Yes No No Yes

Lecture Notes Study Materials Tests/Quizzes
Yes Yes Yes

Identification, Estimation, and Learning: Course Description

'Identification, Estimation, and Learning,' offered by Professor Harry Asada, is designed for students interested in learning about the theoretical basis for system identification, estimation and learning. Specific topics to be discussed include radial basis functions, central limit theorems, experiment design, model validation, asymptotic variance and persistent excitation. The course is split into three sections, which are estimation, representation and learning and system identification.

Lecture notes, homework assignments and two exams are available for download for free online. If you are interested in taking this free OpenCourseWare, visit the estimation and learning course page.

Featured School Choices:

  • Request Info

    Grand Canyon University

    Grand Canyon University responds quickly to information requests through this site.

    Suggested programs:
    • M.S. Psychology with an Emphasis in Gerontology
    • M.S. in Psychology with an Emphasis in Human Factors
    • MA in Curriculum and Instruction
    • MS in Psychology: General Psychology
    • BS in Psychology
    More information about Grand Canyon University
  • Request Info

    Bryant & Stratton College

    Bryant & Stratton College responds quickly to information requests through this site.

    Suggested programs:
    • Bachelor's Degree in General Management
    • Business Assistant Diploma
    • Criminal Justice and Security Services Diploma
    • Business - AAS
    • Criminal Justice Studies - AAS
  • Request Info

    Pepperdine University Graduate School of Education and Psychology

    Pepperdine University Graduate School of Education and Psychology responds quickly to information requests through this site.

    Suggested programs:
    • Masters in Psychology
    • Masters in Dispute Resolution
    • Masters in Legal Studies
    • Masters in Applied Behavior Analysis
  • Request Info

    Purdue Global

    Purdue Global responds quickly to information requests through this site.

    Suggested programs:
    • Master of Science in Health Education
    • AASBA in Business
    • MSPY - Forensic Psychology
    • BS in Communication
    • BS in Criminal Justice - Socially Responsible Leadership
    More information about Purdue Global
  • Request Info

    Liberty University

    Liberty University responds quickly to information requests through this site.

    Suggested programs:
    • DME: Doctor of Music Education
    • LLM: International Legal Studies
    • EDD: Curriculum and Instruction
    • EDD: Curriculum and Instruction/Elementary Education
    • EDD: Curriculum and Instruction/Middle Grades Education
    More information about Liberty University
  • Request Info

    Fordham University

    Fordham University responds quickly to information requests through this site.

    Suggested programs:
    • Master of Studies in Law in Corporate Compliance
    • Masters in Social Work
    More information about Fordham University