Sensor Fusion Courses and Certifications

Paul McWhorter

Axis IMU - Accurate and Stable Tilt Using Accelerometers, Gyros and a Complimentary Filter

Learn to achieve stable and responsive tilt measurements using accelerometers, gyros, and a complimentary filter for accurate pitch and roll approximation in IMU applications.

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

tinyML

Sensor Fusion Using Machine Learning for Smart Forehead Temperature Sensing

Explore sensor fusion for efficient forehead temperature sensing using machine learning, combining FIR and CMOS sensors with ultra-low-power processing for COVID-19 screening applications.

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

Hackaday

Sensor Fusion

Explore sensor fusion through biological and electronic perspectives, comparing information processing, filtering techniques, and real-world applications in this insightful presentation.

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

Harbin Engineering University

组合导航系统

Master the principles and design methods of integrated navigation systems, covering error modeling, Kalman filtering, and practical applications in INS/GPS and INS/DVL combinations.

• XuetangX
• On-Demand
• Free Online Course

Beijing Technology and Business University

多传感器融合与感知技术

Dive into multi-sensor fusion technology through practical examples, from Bayesian fusion to evidence theory, with hands-on embedded systems and real-world applications in autonomous vehicles and structural health monitoring.

• XuetangX
• On-Demand
• Free Online Course

Mercedes Benz;  Waymo Microcredential

Self Driving Car Engineer

5 reviews

Master autonomous vehicle engineering skills, from computer vision to sensor fusion, localization, planning, and control, preparing you for a career in self-driving technology.

• Udacity
• 4 months 5 hours 36 minutes
• On-Demand
• Paid Course

Mercedes Benz Microcredential

Sensor Fusion

184 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
• 3 months 4 days 19 minutes
• On-Demand
• Paid Course

Microcredential

Flying Car and Autonomous Flight Engineer

125 ratings at Udacity

Master autonomous flight software engineering, developing sophisticated flying car systems and writing real code for aircraft. Learn drone robotics, path planning, controls, and sensor fusion to build a complete autonomous flight solution.

• Udacity
• 4 months 1 week 1 day 11 hours 16 minutes
• On-Demand
• Paid Course

State Estimation and Localization for Self-Driving Cars

824 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
• Free Online Course (Audit)

Microcredential

Emerging Automotive Technologies

Explore emerging automotive technologies, from electric and hybrid powertrains to autonomous systems. Gain skills in vehicle design, dynamics modeling, and intelligent perception for a career in the evolving automotive industry.

• edX
• 51 weeks, 10-20 hours a week
• On-Demand
• $1,793.00
• 7 courses

Microcredential

Sensor Fusion and Multi-Object Tracking

Master sensor fusion and multi-object tracking for autonomous vehicles. Gain practical skills in Bayesian statistics, recursive estimation, and advanced algorithms applicable to automotive and various tracking scenarios.

• edX
• On-Demand
• $548.00
• 2 courses

Andreas Geiger

Driving with Attention

Explore innovative sensor fusion techniques for autonomous driving, focusing on TransFuser and NEAT models that leverage attention mechanisms to improve perception and decision-making in complex traffic scenarios.

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

tinyML

IMU Preintegrated Features for Efficient Deep Inertial Odometry

Explore efficient deep inertial odometry using IMU preintegrated features. Learn about measurement errors, problem statement, evaluation, training, and results in human walking applications.

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

tinyML

Memory-Efficient, Limb Position-Aware Hand Gesture Recognition Using Hyperdimensional Computing

Memory-efficient hand gesture recognition using hyperdimensional computing and sensor fusion. Improves accuracy by 17.79% while reducing memory footprint, addressing limb position changes for human-machine interfaces and prosthetics.

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

Hackaday

Alan Yates on the Impossible Task of Making Valve's VR Work

Dive into the engineering challenges and innovative solutions behind Valve's VR Lighthouse system, exploring its conceptual elegance and technical intricacies.

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