Social And Emotional Learning Courses

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

Human-Centered AI for Mental Health Prediction in Social Media Data

Exploring human-centered machine learning for ethical and compassionate mental health predictions on social media, combining Media Studies and Computer Science approaches.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

SleepFM - Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Explore SleepFM, a groundbreaking multi-modal foundation model for sleep analysis, leveraging brain, cardiac, and respiratory data to improve sleep stage classification and disorder detection.

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

HECTOR - Multimodal Deep Learning Model for Predicting Recurrence Risk in Endometrial Cancer

Multimodal deep learning model HECTOR predicts endometrial cancer recurrence risk using histopathology images and tumor stage, outperforming current standards for personalized treatment decisions.

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

Deep Generative Models - Maximum Likelihood Learning - Lecture 4

Explore maximum likelihood learning in deep generative models with Stanford's Stefano Ermon. Gain insights into advanced AI techniques and their applications in this comprehensive lecture.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Robot Learning in the Era of Large Pretrained Models - Stanford Seminar

Exploring interactive robot learning with large pretrained models, focusing on visual representations, data collection strategies, and leveraging language models for robotics applications.

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

Towards Safe and Efficient Learning in the Physical World - Stanford Seminar

Exploring safe Bayesian optimization and model-based deep reinforcement learning for efficient, safe online learning in real-world applications like robotics and laser tuning.

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

Harnessing Data for Social Impact - Empowering Communities through Visualization and Social Computing

Explore innovative tools combining visualization, HCI, and AI to empower communities in addressing complex societal issues like urban planning and climate change, fostering inclusive decision-making.

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

Divide and Conquer - Concept-based Models for Efficient Transfer Learning

Exploring concept-based interpretable AI models for efficient transfer learning in healthcare, focusing on generalizability and minimal data requirements for domain adaptation in medical imaging.

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

Machine Learning for Healthcare

6 reviews

This course introduces students to machine learning in healthcare, including the nature of clinical data, disease progression modeling, precision medicine, diagnosis, subtype discovery, and improving clinical workflows.

• MIT OpenCourseWare
• 31 hours
• On-Demand
• Free Video

Emotional Intelligence: Cultivating Immensely Human Interactions

9 reviews

Explore emotional intelligence through theory, assessments, and multimedia. Develop crucial intra- and interpersonal skills for leadership and team success. Learn self-awareness, self-management, social awareness, and social acceleration.

• Coursera
• 20 hours 19 minutes
• On-Demand
• Free Online Course (Audit)