Advanced Online Courses - Free MOOC Catalog

Coursera

University of Toronto

Introduction to Self-Driving Cars (Coursera)

CS: Software Engineering Computer Science

Embark on a journey into the future of transportation with our 'Introduction to Self-Driving Cars' course. Designed for beginners, this course provides an in-depth look at the essential components and principles behind self-driving technology. From understanding the hardware used in these vehicles to programming vehicle modeling and control, you'll gain a solid foundation in autonomous driving systems.

Nov 2nd 2026

5-12 Weeks

Computer Science Vehicle Dynamics Software Development

Coursera

University of Toronto

State Estimation and Localization for Self-Driving Cars (Coursera)

Computer Science

Embark on an educational journey into the heart of self-driving car technology with 'State Estimation and Localization for Self-Driving Cars'. This course delves deep into the critical processes of state estimation and localization, utilizing various sensors to ensure precise navigation and control. Whether you're a beginner or an enthusiast looking to understand how autonomous vehicles perceive their environment, this course offers valuable insights.

Nov 2nd 2026

5-12 Weeks

GPS Vehicle Dynamics Autonomous Vehicles

Coursera

University of Toronto

Visual Perception for Self-Driving Cars (Coursera)

CS: Software Engineering Computer Science

Dive into the world of autonomous driving with 'Visual Perception for Self-Driving Cars'. Learn about key perception tasks, detect objects both static and moving, understand camera models and calibration, and explore cutting-edge computer vision techniques. This course is part of a specialization designed to equip you with the knowledge needed to develop self-driving cars.

Nov 2nd 2026

5-12 Weeks

Neural Networks Computer Science Vehicle Dynamics

Coursera

University of Toronto

Motion Planning for Self-Driving Cars (Coursera)

Computer Science

Embark on a journey into the heart of autonomous driving technology with 'Motion Planning for Self-Driving Cars'. This course delves into the critical tasks involved in programming self-driving cars to navigate complex urban environments. From plotting efficient paths over road networks to designing safe and smooth maneuvers around obstacles, this course is your gateway to understanding the intricate dance of autonomous vehicles.

Nov 2nd 2026

5-12 Weeks

Computer Science Vehicle Dynamics Autonomous Navigation

Coursera

IBM

AI Workflow: Enterprise Model Deployment (Coursera)

Data Science

Embark on the fifth course of IBM's AI Enterprise Workflow Certification Specialization, designed to equip you with essential skills in deploying AI models at an enterprise level. This course focuses on utilizing Spark effectively and integrating it into a seamless workflow. Ideal for those looking to enhance their data science capabilities and implement AI solutions efficiently within large organizations.

Nov 2nd 2026

2 Weeks

Python Artificial Intelligence Machine Learning

Coursera

IBM

AI Workflow: AI in Production (Coursera)

Data Science

Embark on an advanced journey with 'AI Workflow: AI in Production', where you'll learn how to effectively deploy AI models within enterprise settings. This course is part of the comprehensive IBM AI Enterprise Workflow Certification Specialization, designed for those who want to take their understanding and application of AI from theory to practice. Gain insights into model deployment strategies, monitoring techniques, and management best practices at a streaming media company scenario using IBM Watson Machine Learning.

Nov 2nd 2026

4 Weeks

Python Artificial Intelligence Machine Learning

Coursera

Columbia University

Causal Inference 2 (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Causal Inference 2, a Coursera course designed to equip you with advanced skills in understanding and analyzing causal relationships using sophisticated statistical methods. This course is perfect for those looking to deepen their knowledge in areas critical to scientific research, healthcare, policy-making, and business strategy.

Nov 2nd 2026

5-12 Weeks

Statistics Probability Causal Inference

Coursera

Imperial College London

Probabilistic Deep Learning with TensorFlow 2 (Coursera)

Data Science

Dive into the world of Probabilistic Deep Learning with this comprehensive course designed for those who have already grasped foundational concepts in deep learning with TensorFlow. This specialization focuses on teaching you how to incorporate probabilistic methods into your models using TensorFlow 2, enabling you to better handle noise and uncertainty in real-world applications such as autonomous driving or medical imaging.

Nov 2nd 2026

5-12 Weeks

TensorFlow Deep Learning TensorFlow 2

Coursera

EIT Digital

I/O-efficient algorithms (Coursera)

Computer Science

Discover the secrets to faster, more efficient data processing with our 'I/O-Efficient Algorithms' course. This course will teach you how to design algorithms that consider the memory hierarchy, significantly reducing operation times and enhancing overall performance. Learn from experts in the field and gain the skills needed to optimize your applications for better I/O efficiency.

Nov 2nd 2026

5-12 Weeks

Algorithms Coursera Plus I/O-Efficient Algorithms