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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
You Can't Delegate AI in Healthcare - AI Leadership and Bottom-Up Adoption

Explore AI's rapid healthcare adoption with former CMS administrator Andy Slavitt, covering regulatory challenges, clinician resistance, and why leaders must develop AI literacy themselves.
- YouTube
- 40 minutes
- Self-Paced
- Free Video
More Everything Forever and Exadelic - AI Futures and Humanity

Explore competing AI narratives and futures through expert discussion on doom, boom, and human-centered technology predictions with insights from speculative fiction.
- YouTube
- 1 hour 15 minutes
- Self-Paced
- Free Video
Introduction to Fossil Fuels - Energy Resources, Origin, and Environmental Impacts

Explore fossil fuel energy resources, their origins, environmental impacts, and economic significance in this comprehensive Stanford lecture by industry expert Jane Woodward.
- YouTube
- 43 minutes
- Self-Paced
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Introduction to Energy Equity and Just Transitions

Explore energy justice fundamentals, environmental racism examples, and the four key tenets that guide equitable energy transitions for sustainable communities.
- YouTube
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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.
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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
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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
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Prospecting for Oil and Natural Gas

Explore oil and gas geology, field anatomy, identification methods, and regulatory frameworks in this comprehensive Stanford energy lecture by industry expert Jane Woodward.
- YouTube
- 27 minutes
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How AI Is Transforming How We Connect, Collaborate, and Grow

Explore how AI reshapes social learning through enhanced connections, collaboration, and growth while examining risks of isolation and over-automation.
- YouTube
- 38 minutes
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- Free Video
AI Quests - When Learning Sciences Meet Product Design toward AI Literacy

Explore how Google Research and Stanford bridge AI innovation with public understanding through immersive experiences, turning complex research into age-appropriate lessons on AI ethics.
- YouTube
- 33 minutes
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How AI is Transforming How We Teach

Explore real-world stories of educators navigating AI in teaching, uncovering opportunities, challenges, and future needs in educational transformation.
- YouTube
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