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Applied Kalman Filtering

In this specialization, you will learn how to derive, design, and implement Kalman-filter solutions to common engineering problems. You will be able to develop linear and nonlinear Kalman filters and particle filters in Octave code and debug and correct anomalous behaviors.

Status: Bayesian Network
Status: Statistical Methods
IntermediateSpecialization

Top reviews across Applied Kalman Filtering

Reviewed Oct 17, 2025
Course: Kalman Filter Boot Camp (and State Estimation)

Very clear explanation of mathematical concepts required for understanding of linear Kalman filters. Thanks!

Reviewed May 22, 2026
Course: Linear Kalman Filter Deep Dive (and Target Tracking)

It is challenging course - you need to finish course 1 and have decent math background. Lector does a great job at explaining.

Reviewed May 1, 2025
Course: Particle Filters (and Navigation)

Clear and informative course on Particle Filters with practical navigation examples. Great for anyone in robotics or state estimation.

Reviewed Mar 29, 2025
Course: Kalman Filter Boot Camp (and State Estimation)

Outstanding introduction to Kalman Filtering. A very well designed course. Thanks to Professor Platt.

Reviewed May 22, 2026
Course: Kalman Filter Boot Camp (and State Estimation)

Great course, but it is advanced. You need a decent math background: calculus, linear algebra, probability and somewhat of differential equations.

Reviewed Mar 10, 2026
Course: Kalman Filter Boot Camp (and State Estimation)

Great overview of the basic math elements to understand what the KF does. I would add some programming assignment besides the quizzes to enforce deeper understanding of the concepts.

Learner reviews across Applied Kalman Filtering

Showing: 8 of 8

Natthaphon
Course: Kalman Filter Boot Camp (and State Estimation)Reviewed Nov 26, 2024Course: Kalman Filter Boot Camp (and State Estimation)
Raktim
Course: Kalman Filter Boot Camp (and State Estimation)Reviewed Mar 30, 2025Course: Kalman Filter Boot Camp (and State Estimation)
Hung
Course: Kalman Filter Boot Camp (and State Estimation)Reviewed Mar 31, 2025Course: Kalman Filter Boot Camp (and State Estimation)
Dmitry
Course: Kalman Filter Boot Camp (and State Estimation)Reviewed Oct 18, 2025Course: Kalman Filter Boot Camp (and State Estimation)
Jose
Course: Kalman Filter Boot Camp (and State Estimation)Reviewed Feb 23, 2026Course: Kalman Filter Boot Camp (and State Estimation)
Marcelo
Course: Kalman Filter Boot Camp (and State Estimation)Reviewed Mar 11, 2026Course: Kalman Filter Boot Camp (and State Estimation)
Evgenii
Course: Kalman Filter Boot Camp (and State Estimation)Reviewed May 23, 2026Course: Kalman Filter Boot Camp (and State Estimation)
Siva
Course: Kalman Filter Boot Camp (and State Estimation)Reviewed May 3, 2026Course: Kalman Filter Boot Camp (and State Estimation)