Global Certificate Automotive AI: Safety & Efficiency
-- ViewingNowThe Global Certificate in Autonomous Automotive AI: Safety & Efficiency is a comprehensive course designed to empower learners with essential skills for success in the rapidly evolving automotive industry. This course focuses on the critical areas of AI and autonomous driving systems, emphasizing safety and efficiency standards.
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⢠Automotive AI Fundamentals: Introduction to Artificial Intelligence and Machine Learning in the automotive industry. Understanding the basics of deep learning, neural networks, and computer vision.
⢠Sensors and Data Acquisition: Types of sensors used in automotive applications, data acquisition and processing. Understanding the importance of accurate and reliable data in AI systems.
⢠Automotive Safety Systems: Overview of advanced driver assistance systems (ADAS) and autonomous vehicle safety standards. Designing and implementing AI algorithms for safety-critical applications.
⢠AI-powered Perception: Object detection, recognition, and tracking using AI techniques such as convolutional neural networks (CNNs) and support vector machines (SVMs).
⢠Motion Planning and Control: AI-based motion planning and control strategies for efficient and safe vehicle operation. Reinforcement learning, decision making, and optimization techniques.
⢠Automotive Cybersecurity: Overview of automotive cybersecurity threats and challenges. Designing and implementing secure AI systems for connected and autonomous vehicles.
⢠Simulation and Testing: Simulation and testing methodologies for AI-powered automotive systems. Validation and verification of AI algorithms in various driving scenarios.
⢠Deployment and Maintenance: Deployment and maintenance strategies for AI-powered automotive systems. Over-the-air updates, system monitoring, and performance optimization.
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