STEM Courses and Certifications

The Future Utility of DNA Science

Experts discuss the future of DNA science, exploring innovative genomics, reproductive medicine, and synthetic biology, offering insights into groundbreaking research and potential applications.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

Where is the Acid? The Science of Flavor in Cooking - Science and Cooking Lecture 2014

Explore the intersection of science and cooking as top chefs and Harvard researchers delve into the physics and engineering principles behind everyday and haute cuisine techniques.

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

The Great Animal Orchestra - Soundscape and Poetry Performance

Performance exploring soundscapes and poetry, featuring Bernie Krause and Jonathan Skinner. Examines cross-species communication, natural sounds, and artistic responses, blending recorded environments with poetic interpretations.

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

Validation of Safety Critical Systems

Master mathematical validation techniques for autonomous systems using sampling methods, formal verification, and reachability analysis in safety-critical applications.

• YouTube
• 18 hours 50 minutes
• Self-Paced
• Free Video

Stanford Seminar - Representation Learning for Autonomous Robots, Anima Anandkumar

I will describe some key ingredients to enable this: (1) robust self-supervised learning (2) uncertainty awareness (3) compositionality. We utilize NVIDIA Isaac for GPU-accelerated robot learning at scale on a variety of tasks and domains.

• YouTube
• 56 minutes
• Self-Paced
• Free Online Course

Bayesian Networks 3 - Maximum Likelihood - Stanford CS221: AI (Autumn 2019)

Explore maximum likelihood estimation in Bayesian networks, covering parameter learning, probabilistic inference, and advanced concepts like regularization and Expectation Maximization.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Online Course

Bayesian Networks 2 - Forward-Backward - Stanford CS221: AI

Explore advanced probabilistic inference techniques, including hidden Markov models, particle filtering, and Gibbs sampling, for AI applications in object tracking and more.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Online Course

Bayesian Networks 1 - Inference - Stanford CS221: AI

Explore Bayesian networks for AI, covering probabilistic inference, modeling, and applications in object tracking, language modeling, and document classification.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Neuromorphic Chips - Addressing the Nanostransistor Challenge

Explore neuromorphic chip design, combining digital and analog computation to address nanotransistor challenges and implement brain-inspired computing architectures.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Online Course

The Challenging Search for Elusive Dark Matter

Astrophysicist Katherine Freese explores the origins and composition of our universe, a quarter of which is thought to be comprised of dark matter, and how scientists are searching for the elusive particles that might comprise dark matter.

• World Science U
• Self-Paced
• Free Online Course

Weather Observing & Meteorological Observation Encoding

248 ratings at Udemy

Master aviation weather observation techniques and METAR encoding, from wind speeds and cloud layers to temperature and pressure measurements, preparing for NWS/FAA certification.

• Udemy
• 7 hours 52 minutes
• Self-Paced
• Paid Course

IEC 61850 and digital substation basics

248 ratings at Udemy

This course will provide you with the basic knowledge on IEC 61850 and networking technologies for digital substations.

• Udemy
• 2 hours 10 minutes
• Self-Paced
• Paid Course

Membrane Technology for Water and Wastewater Treatment

247 ratings at Udemy

To learn how to select and design an appropriate membrane process (MF, UF, NF, RO) theoretically and with ROSA software

• Udemy
• 6 hours 33 minutes
• Self-Paced
• Paid Course

Siemens TIA Portal for S7-1200 PLC Programming(PLC-SCADA-10)

247 ratings at Udemy

Practical Training and live projects on Siemens TIA Portal (S7-1200 PLC)

• Udemy
• 1 day 3 hours 40 minutes
• Self-Paced
• Paid Course

Augmented Startups

AI Drone Tutorials

5 ratings

Learn to build AI-controlled drones using computer vision, gesture control, and autonomous following capabilities with Raspberry Pi and Python.

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