Social And Emotional Learning Courses

Social and Economic Networks: Models and Analysis

11 ratings

Model how social and economic networks form and shape behavior: centrality measures, Erdos-Renyi and preferential attachment models, strategic formation games, contagion, DeGroot learning.

• Coursera
• 8 weeks, 4 hours a week
• Self-Paced
• Paid Course

University of Alberta;  Alberta Machine Intelligence Institute

A Complete Reinforcement Learning System (Capstone)

28 ratings

Build a complete reinforcement learning system: formalize a word problem as an MDP, implement an Expected Sarsa or Q-learning agent with neural networks and RMSProp, then run a parameter study.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

University of Alberta;  Alberta Machine Intelligence Institute

Fundamentals of Reinforcement Learning

25 ratings

Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts wi…

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

• Best of All Time

Machine Learning: Regression

20 ratings

Build regression models to predict house prices in Python: fit simple and multiple linear regression, ridge and lasso, nearest neighbor and kernel regression.

• Coursera
• 8 weeks, 3 hours a week
• Self-Paced
• Paid Course

Love as a Force for Social Justice

430 ratings at Coursera

Explore agape love as a force for social justice through non-violent communication, the biology of the brain, religious and ethical traditions, and love in action in NGOs and business.

• Coursera
• 11 weeks, 3 hours a week
• Self-Paced
• Paid Course

Data Science: Building Machine Learning Models

120 ratings at edX

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.

• edX
• 8 weeks, 2-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Inspiring Leadership through Emotional Intelligence

24 ratings

Emotional intelligence, hope, mindfulness, and compassion help a person reverse the damage of chronic stress and build great leadership relationships. The Positive and Negative Emotional Attractors inspire sustained, desired change and learning at many l…

• Coursera
• 8 weeks, 2 hours a week
• Self-Paced
• Paid Course

• Best of All Time

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

Fundamentals of Machine Learning for Healthcare

646 ratings at Coursera

Learn how machine learning applies to medicine: explore medical use cases, healthcare-specific evaluation metrics, foundation models, and best practices for designing, building, and evaluating clinical machine learning applications.

• Coursera
• 8 weeks, 2 hours a week
• Self-Paced
• Paid Course

Probabilistic Graphical Models 3: Learning

305 ratings at Coursera

Learn how graphical models are learned from data: maximum likelihood and Bayesian parameter estimation, undirected model training, Bayesian network structure search, and EM for incomplete data.

• Coursera
• 8 weeks, 8 hours a week
• Self-Paced
• Paid Course

JuryX: Deliberations for Social Change

2 ratings

Deliberate emotionally charged issues with your peers online without fear or rancor, and experience a system by which a jury, or any community, can move from a place of deep division to agreement and

• edX
• 7 weeks, 2-3 hours a week
• Self-Paced
• Free Certificate

U.S. Public Policy: Social, Economic, and Foreign Policies

119 ratings at edX

Learn about public policy in America and the dynamics of American politics.

• edX
• 4 weeks, 2-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Introduction to Data Wise: A Collaborative Process to Improve Learning & Teaching

80 ratings at edX

Learn what is involved in using data wisely to build a culture of collaborative inquiry.

• edX
• 10 weeks, 1-2 hours a week
• Self-Paced
• Free Online Course (Audit)

Quantitative Social Science Methods

1 rating

First course for incoming Harvard Government Department PhD students; also taken by students in other departments, and students elsewhere through the Harvard Extension School. Instructor: Gary King.

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

Stanford Seminar - The Next Generation of Robot Learning

4 ratings

Explores how robot learning algorithms and data can generalize across tasks, environments, and robot platforms.

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