Social And Emotional Learning Courses

Deep Learning in the Age of Zen, Vega, and Beyond

Explore deep learning challenges and solutions using AMD's Zen and Vega platforms, focusing on high-performance computing for training and inference in various applications.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Stanford Seminar - New Trends in Social Entrepreneurship in India

Explore emerging social entrepreneurship trends in India, focusing on sustainable development goals and innovative ventures like the Bombay Hemp Company.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Rich Talk-Rich Learning- How to Establish a Culture of Constructive Conversation

Explore strategies for fostering meaningful student discourse across disciplines, enhancing content-area learning through conversation, and improving teaching through regular lesson evaluation.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Impact Investing and Scaling Social Ventures in South Asia

Explore impact investing and scaling social ventures in South Asia with insights from industry experts on entrepreneurship trends, challenges, and opportunities in the region.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Action for India - Scaling Social Impact through Technology

Explore how technology can scale social impact in India, featuring insights from Action for India leaders on entrepreneurship, innovation, and transformative change.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Robots in Dynamic Tasks - Learning, Risk, and Safety

Explore advanced robotics in dynamic environments, covering autonomous drones, aerial manipulators, and risk-aware planning. Learn about machine learning applications, nonlinear control, and adaptive strategies for complex robotic tasks.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Stanford Seminar - Democratizing Robot Learning

Exploring advancements in human-robot interaction, focusing on learning from human decision-makers, explainable AI, and coordinated control of human-robot teams for real-world applications.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Stanford Seminar 2022 - Transformer Circuits, Induction Heads, In-Context Learning

Explore reverse engineering of transformer language models, focusing on induction head circuits and their role in in-context learning. Gain insights into neural network interpretability and AI safety.

• YouTube
• 1 hour
• On-Demand
• Free Video

How Can You Trust Machine Learning?

Explore a framework for trustworthy AI based on Clarity, Competence, and Alignment. Learn about explainable ML, rigorous model evaluation, and aligning AI behaviors with human values.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Interactive Imitation Learning: Planning Alongside Humans

Interactive imitation learning for robots: tackling feedback-driven covariate shift and predicting human intent using graph neural networks, with applications in self-driving vehicles.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Hacking AI - Security & Privacy of Machine Learning Models

Explore adversarial machine learning with Prof. Dan Boneh, examining security challenges in AI models, defenses against attacks, and the balance between accuracy and privacy in ML systems.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Stanford CS229 - Machine Learning - Summer 2019 - Kernel Methods & Support Vector Machine

Explore kernel methods and Support Vector Machines in machine learning, focusing on advanced techniques for data classification and pattern recognition in complex datasets.

• YouTube
• 1 hour 55 minutes
• On-Demand
• Free Video

Pediatric Grand Rounds (RECORDING) Learning from every opportunity: Strategies and Challenges

Explore strategies for continuous learning in pediatric care, focusing on just culture principles, learning from excellence, and addressing diagnostic errors.

• Independent
• On-Demand
• Free Online Course

Creating an Inclusive Learning Environment in Medicine: A Guide to Accommodations for Learners with Disabilities

Explore strategies for supporting medical trainees with disabilities, addressing accessibility, and creating an inclusive learning environment in healthcare education.

• Independent
• On-Demand
• Free Online Course

Stanford Medcast Episode 8: COVID-19 Mini-series - Social Determinants of Health

Explore social determinants of health's impact on COVID-19, focusing on higher incidence among people of color and strategies to overcome healthcare bias and racism.

• Independent
• On-Demand
• Free Online Course