YouTube Courses

Deep Multi-Task and Meta Learning - Autumn 2022

Master multi-task and meta-learning algorithms to build AI systems that efficiently learn new tasks from limited data and transfer knowledge across domains.

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

Statistical Learning with R

Master supervised and unsupervised learning techniques using R, from linear regression to deep learning, with hands-on implementation of modern data science methods.

• YouTube
• 20 hours 28 minutes
• Self-Paced
• Free Video

Stanford CS224N - Natural Language Processing with Deep Learning - Winter 2021

Master neural networks, transformers, and attention mechanisms for text processing, translation, and language generation through Stanford's comprehensive deep learning approach.

• YouTube
• 1 day 7 hours 31 minutes
• Self-Paced
• Free Video

Stanford CS224U - Natural Language Understanding - Spring 2021

Explore advanced NLP techniques including transformers, BERT, sentiment analysis, and grounded language understanding through Stanford's project-oriented graduate curriculum.

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

Machine Learning with Graphs

Master graph neural networks, node embeddings, and network analysis through Stanford's comprehensive exploration of machine learning algorithms for large-scale social and information networks.

• YouTube
• 22 hours 23 minutes
• Self-Paced
• Free Video

Student Misuse of AI-Powered "Undress" Apps

Explore critical research on AI-generated child abuse material, examining how "undress" apps harm students and strategies for prevention in educational settings.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Leveraging Technology to Improve Police-Community Relations - Session 2

Discover how AI and large language models analyze police body camera footage to enhance law enforcement training and improve community relations through data-driven insights.

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

Global Energy Access - Benefits and Importance of Electricity and Clean Cooking Fuels

Discover the critical importance of global energy access, covering electricity availability and clean cooking fuels worldwide in this concise Stanford presentation.

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

Beyond Memory Loss - The Changing Science of Alzheimer's Disease

Discover how new scientific breakthroughs are revolutionizing our understanding of Alzheimer's disease, from diagnosis to treatment, with Stanford's leading expert.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Healing Vibrations - Sha's Sound Bath Journey

Explore how sound baths use carefully crafted vibrations to promote relaxation, reduce stress, and support healing through the intersection of art and medicine.

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

Unlocking Your Medicare Preventive Health Benefits 2026

Discover how Medicare's free preventive services support healthy aging through screenings, immunizations, wellness visits, and mental health coverage for 2026.

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

Heart Failure - Current Concepts in Diagnosis and Management

Discover modern heart failure diagnosis and management strategies, including the Four Pillars of therapy and quality of life integration with Stanford's cardiovascular expert.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Erectile Dysfunction - Causes and Solutions

Understand the physical causes of erectile dysfunction and discover actionable treatment options including lifestyle changes and medical interventions from a Stanford urologist.

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

Segmentation of Periarterial and Perivenous Capillary-Free Zones in Optical Coherence Tomography Angiography

Discover deep learning approaches for automated segmentation of capillary-free zones in retinal imaging to enhance diabetic retinopathy detection and monitoring.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

How Fair are Foundation Models? Exploring the Role of Covariate Bias in Histopathology

Explore fairness challenges in foundation models for histopathology, examining scanner-dependent variability and covariate bias through controlled dataset analysis.

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