Autonomous Vehicle Design and Development
( 25 Modules )

Module #1
Introduction to Autonomous Vehicles
Overview of AV technology, history, and applications

Module #2
AV Industry Landscape
Market trends, key players, and regulatory environment

Module #3
Sensor and Perception Systems
Overview of sensor types, including cameras, lidar, radar, and ultrasonic sensors

Module #4
Computer Vision for AVs
Image processing, object detection, and scene understanding

Module #5
Machine Learning for AVs
Introduction to ML concepts, including supervised and unsupervised learning

Module #6
Deep Learning for AVs
Applications of deep learning in computer vision and sensor fusion

Module #7
Motion Planning and Control
Overview of motion planning and control techniques for AVs

Module #8
Localization and Mapping
SLAM, simultaneous localization and mapping, and odometry

Module #9
Vehicle Dynamics and Simulation
Modeling and simulating vehicle behavior for AV development

Module #10
Safety and Security in AVs
Cybersecurity threats and safety considerations for AVs

Module #11
AV System Architecture
Hardware and software architecture for AV systems

Module #12
Linux and ROS for AVs
Using Linux and ROS for AV development and prototyping

Module #13
Autonomous Driving Software Development
Software development for AVs, including perception, motion planning, and control

Module #14
Testing and Validation of AVs
Methodologies for testing and validating AV systems

Module #15
AV Regulations and Standards
Overview of regulatory frameworks and standards for AVs

Module #16
Human Factors and User Experience
Designing user interfaces and experiences for AVs

Module #17
AV Business Models and Use Cases
Business models and use cases for AVs, including ride-hailing and trucking

Module #18
Ethics and Societal Impacts of AVs
Ethical considerations and societal implications of AV adoption

Module #19
AV Communications and Networking
Communication protocols and networking for AVs

Module #20
Edge Computing and Cloud Services for AVs
Role of edge computing and cloud services in AV development

Module #21
Cyber-Physical Systems for AVs
Integration of physical and computational systems for AVs

Module #22
AV System Design and Optimization
System-level design and optimization techniques for AVs

Module #23
AV Prototyping and Testing
Hands-on experience with AV prototyping and testing

Module #24
AV Development Tools and Software
Overview of tools and software for AV development

Module #25
Course Wrap-Up & Conclusion
Planning next steps in Autonomous Vehicle Design and Development career

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Autonomous Vehicle Design and Development ( 25 Modules )

Autonomous Vehicle Design and Development
( 25 Modules )