- Understand how Kalman filters work
- Implement linear Kalman filter
- Implement particle filter
- Implement extended Kalman filter
- Implement sigma-point Kalman filter
- Overcome common problems when implementing Kalman filters
Applied Kalman Filtering
Completed by KONARK KARNA
February 18, 2025
Approximately 4 months at 5 hours a week to completeKONARK KARNA's account is verified. Coursera certifies their successful completion of University of Colorado System Applied Kalman Filtering Specialization.
Course Certificates Completed
Kalman Filter Boot Camp (and State Estimation)
Linear Kalman Filter Deep Dive (and Target Tracking)
Nonlinear Kalman Filters (and Parameter Estimation)
Particle Filters (and Navigation)
What you will learn
How to design and implement robust linear and nonlinear Kalman filters and particle filters to solve important engineering state-estimation problems.
Skills you will gain
Course Certificates
Earned after completing each course in the Specialization
Kalman Filter Boot Camp (and State Estimation)
University of Colorado System
Taught by: Gregory Plett
Completed by: KONARK KARNA by February 2, 2025
Four weeks of study, about 5 hours per week
Linear Kalman Filter Deep Dive (and Target Tracking)
University of Colorado System
Taught by: Gregory Plett
Completed by: KONARK KARNA by February 9, 2025
Four weeks of study, about 5 hours per week
Nonlinear Kalman Filters (and Parameter Estimation)
University of Colorado System
Taught by: Gregory Plett
Completed by: KONARK KARNA by February 15, 2025
Four weeks of study, about 5 hours per week
Particle Filters (and Navigation)
University of Colorado System
Taught by: Gregory Plett
Completed by: KONARK KARNA by February 18, 2025
Four weeks of study, about 5 hours per week