University of Colorado System
Applied Kalman Filtering Specialization
University of Colorado System

Applied Kalman Filtering Specialization

Learn how to Design and Implement Kalman Filters. Linear and nonlinear Kalman filters and particle filters for state estimation, target tracking, parameter estimation, and navigation

Gregory Plett

Instructor: Gregory Plett

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4.9

(18 reviews)

Intermediate level

Recommended experience

4 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.9

(18 reviews)

Intermediate level

Recommended experience

4 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • How to design and implement robust linear and nonlinear Kalman filters and particle filters to solve important engineering state-estimation problems.

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Taught in English

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Specialization - 4 course series

What you'll learn

Skills you'll gain

Category: Matlab
Category: Estimation
Category: Applied Mathematics
Category: Simulation and Simulation Software
Category: Time Series Analysis and Forecasting
Category: Control Systems
Category: System Implementation
Category: Probability & Statistics
Category: Mathematical Modeling
Category: Statistical Modeling
Category: Linear Algebra
Category: Differential Equations

What you'll learn

Skills you'll gain

Category: Applied Mathematics
Category: Advanced Mathematics
Category: Time Series Analysis and Forecasting
Category: Predictive Modeling
Category: Predictive Analytics
Category: Probability & Statistics
Category: Mathematical Modeling
Category: Systems Of Measurement
Category: Statistical Methods
Category: Linear Algebra

What you'll learn

Skills you'll gain

Category: Matlab
Category: Estimation
Category: Derivatives
Category: Simulation and Simulation Software
Category: Performance Tuning
Category: Numerical Analysis
Category: Control Systems
Category: Mathematical Modeling
Category: System Implementation
Category: Computer Programming Tools
Category: Calculus

What you'll learn

Skills you'll gain

Category: Matlab
Category: Estimation
Category: Bayesian Network
Category: Algorithms
Category: Applied Mathematics
Category: Numerical Analysis
Category: Mathematical Modeling
Category: Computer Programming Tools
Category: Global Positioning Systems
Category: Simulations

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Instructor

Gregory Plett
University of Colorado System
9 Courses76,515 learners

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