Learning Resources

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

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

Practical course on robot dynamics, control systems, and simulation with MATLAB.

Learn Robot Operating System 2 from scratch — essential for modern robotics development.

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.

Bestselling course with 600K+ students: NumPy, Pandas, Scikit-Learn, TensorFlow.

Complete career track: 23 courses covering Python, ML, statistics, and data visualization.

Interactive path covering Python, SQL, data analysis, and machine learning fundamentals.

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.

Comprehensive 4-volume cybersecurity course covering network security, anonymity, and threat analysis.

Learn penetration testing, network hacking, and vulnerability exploitation hands-on.

Interactive course covering security fundamentals, cryptography, and network defense.

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.

Complete guide to designing and sizing solar PV systems for residential and commercial use.

Overview of solar, wind, hydro, and biomass energy with career guidance.

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.

University of Edinburgh course on data ethics, AI governance, and responsible innovation.

Practical course on AI bias, fairness, transparency, and accountability frameworks.

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.

Yale's most popular course ever: the science of happiness and positive psychology.

Accredited CBT training covering cognitive distortions, behavioral activation, and therapy techniques.

University of Sydney course on digital interventions for mental health care.

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.

Bestselling Unity course: build 3D games and VR experiences from scratch with C#.

Build immersive VR applications with Unreal Engine 5 and Blueprints.

Creative 3D modeling and illustration courses for immersive content creation.

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.

Master PLC programming for industrial automation — essential for modern tech trades.

Complete residential electrical wiring course with NEC code compliance.

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.

Practical UX design courses covering wireframing, prototyping, and user research.

From Figma to responsive design: complete UI/UX design course for web and mobile.

Interactive course on UI/UX fundamentals: wireframes, prototypes, and usability testing.

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.

Comprehensive IoT courses covering embedded systems, sensors, and cloud integration.

Build real IoT projects with Arduino, Raspberry Pi, and cloud platforms.

Hands-on IoT development using Python, sensors, and Raspberry Pi.

Free video tutorials on BMS and building automation.

Networking certification with IoT specialization from Cisco.

Learn parametric and computational design for architecture.

Master 3D printing and digital fabrication for construction.

Learn sustainable and climate-responsive building design.

Complete Rhino 3D and Grasshopper parametric design for architects and designers.

Master Autodesk Revit for BIM — the industry standard for computational architecture.

Creative architecture and design courses covering conceptual to computational approaches.

Explore how AI is transforming architectural design.

Globally recognized certification for sustainable building design.

Introduction to quantum computing concepts and algorithms.

Explore the intersection of quantum computing and ML.

Free comprehensive guide to quantum computing with Qiskit.

Hands-on quantum computing using Qiskit and Python — build real quantum circuits.

Foundation course in quantum mechanics for engineers and computer scientists.

Interactive course on quantum computing concepts using Python and Qiskit.

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.

Create 3D visualizations and simulations with Python — key skill for digital twins.

Cloud infrastructure fundamentals essential for digital twin deployment.

Data engineering skills for building the data pipelines that power digital twins.

Free video tutorials on digital twin concepts and implementation.

Build and deploy digital twins at scale with AWS.