Social And Emotional Learning Courses

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

Deep Learning for Symbolic Mathematics - Guillaume Lample & Francois Charton

Explore deep learning applications in symbolic mathematics, covering integration techniques, ODEs, and model evaluation, with insights on generalization and comparisons to traditional methods.

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

Stanford Seminar - Deep Learning for Medical Diagnoses

Explore deep learning's impact on medical diagnoses, from arrhythmia detection to chest X-ray interpretation, and its potential to revolutionize diagnostic access and decision support in healthcare.

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

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

Disease Prediction Using Medical Imaging and Deep Learning - Summer 2022

Explore innovative techniques for predicting diseases using medical imaging and deep learning, focusing on opportunistic approaches with existing data for improved patient outcomes.

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

Data for the People - Andreas Weigend of Social Data Lab

Andreas Weigend shares his journey from Stanford PhD student to Amazon Chief Scientist, exploring the impact of data on society and consumer behavior. Insights from his book "Data for the People" are discussed.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Learn About: Google's AI-Powered Learning Tool - HAI Seminar

Explore Google's experimental AI learning tool, Learn About, combining search knowledge with Gemini's conversational abilities to revolutionize education through personalized, interactive learning experiences.

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

Language Models as Temporary Training Wheels to Facilitate Learning

Explore how language models can serve as temporary aids for developing social and communication skills, featuring research insights from randomized trials with 150,000+ participants.

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

Leveraging Social Theories to Enhance Human-AI Interaction

Explores challenges in human-AI partnerships, focusing on interpretability tools' limitations and cognitive heuristics. Proposes incorporating social theories to improve decision-support systems and human-AI interaction.

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