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
• Free Online Course (Audit)

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

Applied Machine Learning in Python

6 ratings

Learn applied machine learning techniques using Python, from clustering to predictive modeling, with a focus on practical implementation and evaluation using scikit-learn.

• Coursera
• 1 day 7 hours 32 minutes
• Self-Paced
• Paid 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

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