Sensor Fusion Courses and Certifications

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

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

EDGE AI FOUNDATION

Sensor Fusion on Low Power AI Preprocessor - Centralized Fusion Approaches

Explore sensor fusion technology and its implementation using ARM NPU & CPU, focusing on centralized fusion approaches for real-time, low-latency processing in AI applications.

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

JuliaHub

System Identification with Julia: Sensor Fusion - Part 13

Master sensor fusion techniques for pendulum systems by combining acceleration and gyroscope data using ModelingToolkit and Julia to create unbiased state estimates through multi-rate sensor integration.

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

STMicroelectronics

Using Sensor Fusion with AlgoBuilder - Module 7

Discover how to implement sensor fusion techniques with AlgoBuilder in MEMS-Studio for developing embedded AI features and prototyping sensor-based applications.

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

STMicroelectronics

Vibration Monitoring with ISM330IS

Explore vibration and inclination monitoring with ISM330IS MEMS sensor featuring embedded ISPU for ultra-low power consumption, ideal for battery-operated industrial applications.

• YouTube
• 16 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

State Estimation and Localization for Self-Driving Cars

835 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)

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 3 days 23 hours 12 minutes
• On-Demand
• Paid Course

Microcredential

Flying Car and Autonomous Flight Engineer

127 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

Advanced Kalman Filtering and Sensor Fusion

831 ratings at Udemy

Theory and C++ Simulation Implementation for Autonomous Vehicles and Self Driving Cars!

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

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

634 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 49 minutes
• On-Demand
• Paid Course