Global Certificate Automotive AI Safety: The Next Level
-- ViewingNowThe Global Certificate Automotive AI Safety: The Next Level course is a comprehensive program designed to equip learners with essential skills in AI safety for the automotive industry. With the rapid growth of autonomous vehicles, there is an increasing demand for professionals who can ensure the safety and reliability of AI systems in this field.
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โข Automotive AI Safety Fundamentals: An introductory unit covering the basics of AI safety in the automotive industry, including definitions, key concepts, and the importance of AI safety. โข Perception Systems in Autonomous Vehicles: This unit delves into the perception systems used in self-driving cars, such as cameras, LiDAR, and radar, and their role in ensuring AI safety. โข Predictive Analytics and AI Safety: A unit focusing on predictive analytics techniques used in AI safety, including data-driven decision making and risk assessment. โข Functional Safety and ISO 26262: An in-depth look at functional safety in the automotive industry, covering ISO 26262 standards and their role in AI safety. โข AI Ethics and Moral Decision Making: A unit exploring the ethical considerations of AI in the automotive industry, including moral decision making and responsible AI. โข AI Algorithms and Architectures for Safety: An examination of AI algorithms and architectures used in the automotive industry, with a focus on safety-critical systems and AI model validation. โข Cybersecurity in Autonomous Vehicles: A unit covering the cybersecurity challenges and solutions in the automotive industry, including threat modeling and secure development practices. โข Testing and Validation for Autonomous Vehicles: A unit focusing on testing and validation techniques used in the automotive industry, including simulation, hardware-in-the-loop testing, and on-road testing.
โข AI Safety Regulations and Compliance: An overview of AI safety regulations and compliance requirements in the automotive industry, including a comparison of international regulations and standards.
Note: This list is not exhaustive and can be customized based on the specific needs and goals of the course.
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