Learning Resources

Comprehensive robotics foundations: kinematics, dynamics, motion planning, and control.

Graduate-level robotics covering aerial, computational, and locomotion robotics.

World-leading mechanical engineering program with robotics focus.

The largest robotics research group in the world, offering BS, MS, and PhD programs.

Industry-recognized certification for Robot Operating System (ROS).

Andrew Ng's legendary ML course — the gold standard for beginners.

Five-course series covering neural networks, CNNs, RNNs, and more.

Harvard's intro to AI covering search, knowledge, uncertainty, optimization, and learning.

Stanford's AI Lab is one of the birthplaces of modern artificial intelligence.

Google's official certification for TensorFlow proficiency.

Cloud-based ML certification highly valued by employers.

Beginner-friendly program designed by Google to prepare for entry-level cybersecurity roles.

Four-course specialization covering cyber attacks, defenses, and real-time threat detection.

Graduate-level cybersecurity program covering network security, forensics, and risk management.

Top-ranked online and on-campus cybersecurity master's program.

Industry baseline certification for cybersecurity — widely required by employers.

Learn to think like a hacker to better defend systems.

Comprehensive solar energy course from a world-leading technical university.

Four-course specialization on wind energy from the Technical University of Denmark.

MIT's free course covering all major sustainable energy technologies.

Interdisciplinary program at the intersection of energy, environment, and engineering.

The gold standard certification for solar installation professionals.

Free comprehensive course on the ethical dimensions of AI from Finland.

Explores how AI transforms work and the ethical considerations involved.

Microsoft's framework for building responsible and ethical AI systems.

Stanford's institute dedicated to studying and guiding the impact of AI on humanity.

World-leading center for studying the social implications of digital technologies.

Introduction to mental health conditions, treatments, and the psychology behind them.

Learn evidence-based techniques for providing psychological first aid in crisis situations.

Yale's popular intro psychology course covering the mind, brain, and behavior.

One of the top-ranked psychology programs in the world.

The premier national certification for professional counselors.

Official certification for Unity game engine proficiency — essential for VR/AR development.

Four-course specialization on building VR and AR applications with Unity.

Harvard's CS50 applied to game development — covers 3D graphics and interactive design.

Top program for interactive media, VR, and immersive storytelling.

Specialized institution for game design, VR/AR, and real-time simulation.

The International Brotherhood of Electrical Workers offers paid apprenticeship programs.

Learn about IoT and smart home systems — the future of electrical trades.

Essential safety certification for all skilled trades professionals.

Industry association offering training, certifications, and career resources.

Industry-leading electrical training for NEC code and exam preparation.

Google's professional certificate for UX design — no experience required.

Four-course specialization on HCI principles, design, and evaluation.

Eight-course specialization covering the full interaction design process.

The world's most innovative lab for human-machine interaction research.

The most respected UX certification in the industry, from the pioneers of usability.

Master Internet of Things concepts from sensors to cloud platforms.

Learn the fundamentals of smart home and building automation systems.

Free video tutorials on BMS and building automation.

Industry-standard certification for smart building professionals.

Networking certification with IoT specialization from Cisco.

Learn parametric and computational design for architecture.

Explore how AI is transforming architectural design.

Master 3D printing and digital fabrication for construction.

Learn sustainable and climate-responsive building design.

Globally recognized certification for sustainable building design.

Introduction to quantum computing concepts and algorithms.

Free comprehensive guide to quantum computing with Qiskit.

Explore the intersection of quantum computing and ML.

Free learning path for quantum development with Q#.

Official IBM certification for quantum computing developers.

Comprehensive program on digital twin technology and applications.

Learn to build digital twin solutions on Azure cloud.

Create interactive 3D simulations and visualizations.

Free video tutorials on digital twin concepts and implementation.

Build and deploy digital twins at scale with AWS.