Autonomous Vehicles Courses and Certifications

Stanford Seminar - Toward Scalable Autonomy - Aleksandra Faust

1 review

Explore scalable reinforcement learning for autonomous systems, covering zero-shot sim2real transfer, automated training, and generalization techniques for complex tasks and resource-constrained robots.

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

Self-Driving Cars With Carla and Python

In this course, you will learn about Carla, an open source autonomous driving simulator. Carla creates a sort of open world with streets, other cars, pedestrians, weather, sensors, and more to help you to write logic to drive self-driving cars, coming wi…

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Yannic Kilcher

Self-Driving from Vision Only - Tesla's Self-Driving Progress by Andrej Karpathy - Talk Analysis

Analysis of Tesla's vision-only self-driving progress, discussing data labeling, edge-case sampling, neural network training, and the advantages of camera-only systems over multi-sensor approaches.

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

The Royal Institution

The Future of Mobility

Explore the future of transportation, including electric and autonomous vehicles, and their impact on society. Experts discuss technological advancements, legal implications, and ethical considerations in mobility innovation.

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

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 Video

Alan Turing Institute

The Turing Lectures: Where Next for Self-Driving Vehicles

Exploring the future of autonomous vehicles: challenges, opportunities, and policy implications. Insights on integrating research into legislation and ensuring societal benefits of self-driving technology.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Andreas Geiger

Label Efficient Visual Abstractions for Autonomous Driving

Explore efficient visual abstractions for autonomous driving, analyzing segmentation-based modalities and their impact on driving performance in CARLA simulator. Gain insights on label-efficient approaches.

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

Web Summit

Driverless Cities: Self-Driving at Scale - Waymo's Journey and Future Challenges

Exploring the progress and challenges of scaling autonomous vehicle technology, from Waymo's achievements to the future of driverless cities worldwide.

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

Autonomous Revolution: The Intersection of AI, Cyber Security, and Connected Cars

Explore the convergence of AI, cybersecurity, and connected cars, uncovering trends and challenges shaping the future of autonomous transportation and its security implications.

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

Waymo: AI in the Physical World Powering the Future of Driving

Explore the evolution of autonomous driving with Waymo's Co-CEO Dmitri Dolgov as he discusses AI's crucial role in developing self-driving technology, current achievements serving 250K weekly rides, and future possibilities in transportation.

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

人、テクノロジー、そしてモビリティの未来

モビリティ分野の技術革新と社会的影響を探求。電化とオートメーションに焦点を当て、安全でクリーンな未来のモビリティを考察。360度ビデオ体験を含む実践的な学習。

• Coursera
• 19 hours 25 minutes
• On-Demand
• Paid Course

사람, 기술, 모빌리티의 미래

모빌리티 분야의 기술 혁신과 사회적 영향을 탐구하며, 전동화와 자동화를 중심으로 안전하고 깨끗한 미래 교통 시스템의 가능성을 살펴봅니다.

• Coursera
• 19 hours 25 minutes
• On-Demand
• Paid Course

Institute for Pure & Applied Mathematics (IPAM)

Bridging the Gap Between Safety and Real-Time Performance for Autonomous Vehicle Control

1 review

Explores a novel trajectory planning method for autonomous vehicles, balancing safety and real-time performance through offline computations and runtime optimization to ensure persistent feasibility.

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

Future Pitfalls and Promises of Safety in Autonomous Systems

Explore the potential impacts and ethical considerations of autonomous vehicle technology, including its effects on driving habits and society at large.

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

Use Dmabuf to Streamline Sensor Data Handling in Automotive Systems - Lecture

Streamlining sensor data handling in self-driving vehicles using Dmabuf, exploring efficient memory management and zero-copy data pipelines for modern automotive systems.

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