Self-Driving Cars Courses and Certifications

Motion Planning for Self-Driving Cars

487 ratings at Coursera

Explore mission planning, behavior planning, and local planning for autonomous vehicles. Learn to create optimal paths, navigate obstacles, and implement a hierarchical motion planner in CARLA simulator.

• Coursera
• 1 day 8 hours 9 minutes
• Self-Paced
• Paid Course

USENIX

Inside NVIDIA’s AI Infrastructure for Self-Driving Cars

Explore NVIDIA's Project MagLev, an AI platform for self-driving car development, covering data management, neural network training, and large-scale validation across petabytes of data.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

Self-Driving Cars

Explore the future of autonomous vehicles and their impact on energy consumption, lifestyle, and the Internet of Things in this insightful presentation by a distinguished engineering professor.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

Google Cloud Tech

How to Create ML Models That Teach Themselves - Unsupervised Learning in Self-Driving Cars

Explore self-driving car technology and unsupervised ML models with Helm.ai. Learn about deep teaching, real-world applications, and future enhancements in autonomous vehicle development.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

WeAreDevelopers

End-to-End Deep Learning Pipeline for Self-Driving Cars

Explore the end-to-end deep learning pipeline for self-driving cars, covering data collection, processing, model training, evaluation, and deployment, with insights on common mistakes and future developments.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

Devoxx

Cost-Effective Simulation-Based Test Selection in Self-Driving Cars SW

Explore cost-effective simulation-based testing for self-driving cars using SDC-Scissor, a machine learning framework to enhance safety and reduce testing costs.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

GAIA

Deep Learning for Self-Driving Cars

Explore deep learning's role in autonomous driving software, addressing challenges and research in reducing traffic fatalities through AI-driven solutions.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Self-Driving Cars and the Human Brain - The Missing Link to Intelligence

Explore the connection between self-driving cars and human cognition, uncovering insights into AI decision-making and the future of autonomous vehicles with Minus Zero's CEO.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Building Self Driving Cars with Bazel - Part 2: Scaling

Dive into BMW's journey scaling Bazel for autonomous driving software development, exploring challenges and innovations in their workspace and CI system that now handles 80k builds daily across 37k vCPUs.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Building Self Driving Cars with Bazel - Q&A

Discover how Bazel is used in the development of self-driving car technology at Cruise, including build processes and implementation challenges.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Building Self Driving Cars with Bazel

Discover how BMW Group uses Bazel to build software for self-driving cars, exploring their development workflow and build system implementation.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

MLOps.community

From Building Self-driving Cars to Building LLM Applications

Explore insights from self-driving car tool development and their application to LLM applications. Learn from Effy Zhang's experience as a former Design Lead at Cruise.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Stanford Seminar - Self-Driving Cars for Everyone

3 ratings

Explore the future of autonomous vehicles with Zoox co-founders, discussing technology, user experience, and potential impacts on transportation and society.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

3D Reconstruction - Single Viewpoint

42 ratings at Coursera

Explore 3D scene reconstruction from a fixed viewpoint using techniques like shape from shading, photometric stereo, depth from defocus, and active illumination for various applications.

• Coursera
• 3 days 18 hours 2 minutes
• Self-Paced
• Paid Course

Computer Vision and Perception for Self-Driving Cars (Deep Learning Course)

Explore computer vision techniques for self-driving cars, including road segmentation, object detection, tracking, 3D visualization, multi-task learning, and bird's-eye view transformation.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video