Social And Emotional Learning Courses

Deep Learning - Class Introduction and Logistics - Lecture 1

Comprehensive introduction to deep learning, covering key concepts, tools, and applications. Explores course goals, structure, and practical assignments for hands-on experience in AI and machine learning.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Information Theory of Deep Learning - Naftali Tishby

Explores the connection between deep learning and information theory, offering new insights into neural network design, generalization, and optimization through an information bottleneck framework.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Petascale Deep Learning on a Single Chip

Innovative deep learning processor architecture for improved efficiency and performance, featuring strategies to reduce data movement and enhance scalability for next-generation models.

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

Stanford Seminar - Partisan Gerrymandering and the Supreme Court: The Role of Social Science

Explore partisan gerrymandering, legal challenges, and social science's role in measuring electoral fairness. Gain insights on redistricting metrics and their potential impact on future elections and political reform.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

NVIDIA GPU Computing - A Journey from PC Gaming to Deep Learning

Explore NVIDIA GPU's evolution from gaming to deep learning, covering key architectures and applications in supercomputing, data centers, and autonomous vehicles.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Health, Illness, and Social Support in the Asian American Community

Explore the role of social support in Asian American communities' health, illness, and aging. Learn from a medical sociologist's 30-year research on this crucial topic.

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

Emotional Journey of Recurrent Pregnancy Loss - What Women, Partners, Friends and Family Need to Know

Explores mental health issues and support strategies for those experiencing recurrent pregnancy loss, including stress reduction techniques, lifestyle changes, and ways partners and loved ones can offer support.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Stanford Seminar - Distributed Perception and Learning Between Robots and the Cloud

Explore distributed perception and learning in robotics, focusing on cloud-robot interactions, offloading strategies, and efficient data sampling for improved performance and cost reduction.

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

Stanford Seminar - SMILE- Synchronized, Multi-sensory Integrated Learning Environment

Explore synchronized, multi-sensory integrated learning environments and their impact on distributed systems, cyber-physical networks, and innovative educational technologies.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Online Course

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Online Course

SonoDoc: Case-based Learning in Bedside Ultrasound

Enhance bedside ultrasound skills through case-based learning. Improve patient care with rapid diagnosis, guided procedures, and integration into clinical practice. Ideal for various medical specialties.

• Independent
• Self-Paced
• Free Online Course

Stanford CS229 - Machine Learning Full Course Taught by Andrew Ng - Autumn 2018

Comprehensive machine learning series covering fundamental concepts to advanced topics, taught by Andrew Ng. Includes algorithms, neural networks, and reinforcement learning.

• YouTube
• 1 day 3 hours
• Self-Paced
• Free Online Course

Machine Learning with Graphs - Fall 2019

Comprehensive exploration of machine learning with graphs, covering network properties, community structures, graph neural networks, and their applications in various domains.

• YouTube
• 1 day 4 hours
• Self-Paced
• Free Video