LIDAR Courses and Certifications

DroneBot Workshop

Getting Started with LIDAR

Explore LIDAR technology with Arduino: learn about TF Mini for distance measurement and RPLIDAR for 360-degree scanning, perfect for robotics enthusiasts and makers.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

Articulated Robotics

How Do We Add LIDAR to a ROS Robot?

Learn to integrate LIDAR into ROS robots, covering URDF modifications, Gazebo simulation, and real hardware integration. Gain practical insights for enhancing robot perception capabilities.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

State Estimation and Localization for Self-Driving Cars

821 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)

Chalmers University of Technology 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

Drones for Agriculture: Advanced Sensing and Analysis

Are you wondering how drones can contribute to improving crop management? Discover what sensing approaches are available on the market. Join us and learn how to turn the data you collect into valuable information.

• edX
• 6 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Mercedes Benz Microcredential

Sensor Fusion

175 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

Trust Region Based Adversarial Attack on Neural Networks

Explore trust region optimization for adversarial attacks on neural networks, covering various attack methods and their applications in computer vision and object detection.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course

IIT Bombay;  NPTEL

Remote Sensing: Principles and Applications

Explore remote sensing principles, from electromagnetic radiation to advanced sensors and algorithms. Learn data processing, spectral analysis, and applications in land use, water management, and more.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Roorkee;  NPTEL

Advanced Geomatics Engineering

Explore advanced geospatial technologies like photogrammetry, remote sensing, GPS, UAVs, and GIS. Learn data collection, processing, and analysis techniques for mapping and monitoring Earth's resources and infrastructure.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Nvidia

Creating Intelligent Machines with the Isaac SDK - NVIDIA Webinar

Learn to program, simulate, and deploy robotic applications using NVIDIA's Isaac SDK. Covers codelets, compute-graphs, simulation testing, and Jetson deployment, with hands-on examples and Q&A.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course

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 Online Course

a16z

Questions About Self Driving Cars

Comprehensive overview of autonomous vehicles, addressing 16 key questions on technology, business, insurance, and social implications. Explores future developments and potential impacts.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Mecharithm - Robotics and Mechatronics

Localization, Mapping & SLAM Using Gmapping Package - ROS Tutorials for Beginners

Explore localization, mapping, and SLAM in robotics. Learn to use Turtlebot3's gmapping package in Gazebo for creating global maps with LIDAR, combining theory and hands-on practice.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course

Using a Lidar for Robot Navigation in a Room

Explore LASER rangefinder integration for autonomous robot navigation, including Linux requirements and control software. Learn techniques for 3D mapping and obstacle avoidance on embedded Linux platforms.

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

Contributing to Automotive Software in Google Summer of Code

Learn to contribute to automotive software through Google Summer of Code, exploring projects like Gsub, Formula Student, and Automotive Grid Linux. Gain insights into LiDAR, Raspberry Pi, and Jailhouse integration.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course