Kalman Filter Courses and Certifications

International Centre for Theoretical Sciences

Hands-on Data Assimilation for Real World Models

Practical training on data assimilation techniques for weather and climate models, focusing on real-world applications and hands-on experience with various methodologies.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Data Assimilation - Basic Theory - Lecture 2

Explore advanced data assimilation theory and methods for weather and climate modeling, including uncertainty estimation and applications in atmospheric and oceanic sciences.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

Mercedes Benz Microcredential

Sensor Fusion

185 ratings at Udacity

Explore sensor fusion fundamentals for self-driving cars, covering lidar, radar, camera, and Kalman filters. Gain practical skills in data processing, object tracking, and building a complete perception pipeline.

• Udacity
• 63 hours
• On-Demand
• Paid Course

Object Tracking and Localization

Learn how to locate an object and track it over time. These techniques are used in a variety of moving systems, such as self-driving car navigation and drone flight.

• Udacity
• 15 hours
• On-Demand
• Paid Course

State Estimation and Localization for Self-Driving Cars

839 ratings at Coursera

Explore state estimation and localization techniques for self-driving cars, including Kalman filters, GPS/INS integration, and LIDAR sensing. Gain practical skills in implementing autonomous vehicle state estimators.

• Coursera
• 1 day 2 hours 48 minutes
• On-Demand
• Paid Course

导航技术及应用——算法进阶实操

掌握惯性导航与多源组合导航核心算法，从理论到实践，涵盖陆海空天无人平台应用，结合仿真数据与实际案例，提升算法设计与编程实操能力。

• XuetangX
• On-Demand
• Free Online Course

卡尔曼滤波与组合导航

掌握卡尔曼滤波理论及其在组合导航系统中的实际应用，从基础理论到高级应用，包括惯性、卫星和天文导航系统的整合技术。

• XuetangX
• On-Demand
• Free Online Course

Self Driving and ROS 2 - Learn by Doing! Odometry & Control

918 ratings at Udemy

Create a ROS2 Self-Driving robot with Python and C++. Master Odometry, Control and Sensor Fusion using Kalman Filters

• Udemy
• 1 day 4 hours 47 minutes
• On-Demand
• Paid Course

Electric Vehicle Battery Management System - Course

553 ratings at Udemy

Battery management system | battery design & modelling | Electric vehicle | Lithium ion battery management | Simulation

• Udemy
• 8 hours 45 minutes
• On-Demand
• Paid Course

Automotive Camera [Apply Computer vision, Deep learning] - 1

523 ratings at Udemy

Theoretical foundation of - Image Formation, Calibration, Object detection, Multi-object tracking for ADAS & AD

• Udemy
• 8 hours 25 minutes
• On-Demand
• Paid Course

Self Driving and ROS - Learn by Doing! Odometry & Control

236 ratings at Udemy

Create a Self-Driving robot and learn about Robot Localization and Sensor Fusion using Kalman Filters

• Udemy
• 20 hours 20 minutes
• On-Demand
• Paid Course

Packt

Self-Driving Car Specialization Course

Master autonomous vehicle development through hands-on training in system design, control systems, computer vision, and ROS simulation. Build practical skills using Jetbot and Jetson Nano for real-world implementation.

• Coursera
• 9 hours 21 minutes
• On-Demand
• Paid Course

Conference GSI

Multisymplectic Unscented Kalman Filter for Geometrically Exact Beams

Explore advanced filtering techniques for geometrically exact beam models using multisymplectic unscented Kalman filters in structural engineering applications.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Virtual Reality Engineering

3 reviews

Explore psychophysics, visual perception, haptics, and challenges in VR/AR. Gain insights into human sensory systems and cutting-edge interfaces for immersive experiences.

• YouTube
• 9 hours
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Estimation of Signals and Systems

This course covers lessons on probability theory, random variables, mean and variance, linear signal models, z-transform, Kalman filter, variants of least squares estimation, and estimation problems in instrumentation and control.

• YouTube
• 1 day 2 hours
• On-Demand
• Free Video