Social And Emotional Learning Courses

Stanford Seminar - Deep Learning in Speech Recognition

Explore deep learning's evolution and impact on speech recognition, from early AI to modern applications like Siri, covering key concepts, historical milestones, and practical implementations.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Enabling NLP, Machine Learning, and Few-Shot Learning Using Associative Processing

Explore associative processing for machine learning and NLP, enabling massive parallel data processing and in-memory computing for improved efficiency in various AI applications.

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

Stanford Seminar - How the Chinese Government Fabricates Social Media Posts for Strategic Distraction

Explore China's strategic use of social media propaganda, including the 50c Party's tactics, government involvement, and implications for information control and public opinion.

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

Stanford Seminar - HPC Opportunities in Deep Learning - Greg Diamos, Baidu

Explore HPC's role in deep learning, focusing on workload characteristics, efficiency, and specialized systems for advancing AI research and applications.

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

Mining Online Data Across Social Networks

Explore techniques for mining online data to capture temporal patterns, model influence, and infer hidden networks of information flow across social media and news platforms.

• YouTube
• 1 hour 4 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

Stanford CS234: Reinforcement Learning - Winter 2019

Explore reinforcement learning fundamentals to advanced techniques, covering policy evaluation, deep Q-learning, imitation learning, policy gradients, fast RL, and Monte Carlo tree search.

• YouTube
• 19 hours
• Self-Paced
• Free Online Course

Stanford CS330: Deep Multi-Task and Meta Learning

Explore advanced machine learning techniques for efficient learning across multiple tasks, including optimization-based meta-learning, Bayesian approaches, and reinforcement learning applications.

• YouTube
• 18 hours
• Self-Paced
• Free Online Course

Fairness in Representation Learning - Natalie Dullerud

Explore fairness in deep metric learning, evaluating bias in representations and its impact on minority subgroups. Learn about a novel approach to mitigate bias and improve fairness in machine learning models.

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

Actionable Machine Learning for Tackling Distribution Shift - Huaxiu Yao

Explore techniques for building robust machine learning models that can handle distribution shifts, including subpopulation and domain shifts, and adapt to new test distributions with minimal labeled data.

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