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

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

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

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

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

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

Advanced Kalman Filtering and Sensor Fusion

973 ratings at Udemy

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

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

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

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

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
• 78 hours
• On-Demand
• Paid Course

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

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
• 86 hours
• On-Demand
• Paid Course

Anyscale

Ray Serve for IoT at Samsara: Scaling Cloud Inference for Computer Vision and Sensor Fusion

Scale cloud IOT inference platform using Ray Serve. Learn best practices for production clusters, customization for IOT use-cases, and pragmatic tips for deployment, monitoring, and maintenance.

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

Sensor Fusion and Non-linear Filtering for Automotive Systems

7 ratings at edX

Learn fundamental algorithms for sensor fusion and non-linear filtering with application to automotive perception systems.

• edX
• 9 weeks, 10-20 hours a week
• On-Demand
• Free Online Course (Audit)

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