Social And Emotional Learning Courses

Mobile, Social, and Fashion - Three Stories from Data-Driven Design

1 rating

How to leverage data to build better design tools and scaffold the design process? How can one understand how to use designs to leverage preferred outcomes?

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

Generalization and Personalization in Federated Learning - Karan Singhal

1 rating

Explore generalization and personalization in federated learning, focusing on medical AI applications. Insights on improving model performance across diverse data distributions and healthcare settings.

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

Exploring the Implications of Machine Learning for Cognitive Disabilities

1 rating

Exploring machine learning's potential to enhance cognitive disability support through natural language processing, emotion detection, and autonomous systems for improved understanding and interaction.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Harnessing AI to Enhance Reading Comprehension and Learning Outcomes for Students with Disabilities

1 rating

Explore how AI-based tools improve reading comprehension for students with intellectual and developmental disabilities through randomized controlled trial findings and adaptive learning.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

AI Is Human, Not Artificial - Reframing Intelligence Through Social Modeling and Symbiosis

1 rating

Explore how AI reflects human intelligence through social modeling and symbiosis, challenging views of artificial intelligence as alien with insights on consciousness and evolution.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Emotional Intelligence

20 ratings

Explore emotional intelligence concepts, measurement, and applications in various domains including education, health, leadership, and cultural adaptation.

• YouTube
• 20 hours
• Self-Paced
• Free Video

Machine Learning for Trading

14 ratings

Implement machine learning based strategies to make trading decisions using real-world data.

• Udacity
• 12 hours
• Self-Paced
• Free Online Course

Machine Learning

375 ratings

Machine learning is the science of getting computers to act without being explicitly programmed. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.

• Coursera
• 11 weeks, 61 hours a week
• Not Currently Offered
• Paid Course

Social Impact Strategy: Tools for Entrepreneurs and Innovators

5 ratings

This course offers an introduction to social impact strategy and social entrepreneurship, including key concepts, an overview of the field, and tools to get started as a changemaker.

• Coursera
• 7 hours 27 minutes
• Self-Paced
• Paid 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

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

Stanford Seminar - Representation Learning for Autonomous Robots, Anima Anandkumar

I will describe some key ingredients to enable this: (1) robust self-supervised learning (2) uncertainty awareness (3) compositionality. We utilize NVIDIA Isaac for GPU-accelerated robot learning at scale on a variety of tasks and domains.

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

Machine Learning Explainability Workshop

Dive into modern machine learning explainability techniques with Harvard's Prof. Hima Lakkaraju, covering interpretable models, post-hoc methods, and evaluation frameworks.

• YouTube
• 4 hours 12 minutes
• Self-Paced
• 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
• 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