Social And Emotional Learning Courses

Statistical Learning with R

28 ratings

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. Course material updated in 2021 for sec

• edX
• 11 weeks, 3-5 hours a week
• Self-Paced
• Free Online Course (Audit)

Machine Learning Foundations: A Case Study Approach

40 ratings

Work through machine learning case studies in Python notebooks: predict house prices, classify review sentiment, retrieve Wikipedia documents, recommend songs, and search images with deep features.

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

• Best of All Time

University of Alberta;  Alberta Machine Intelligence Institute

Sample-based Learning Methods

44 ratings

Learn near-optimal policies from trial-and-error experience: implement Monte Carlo prediction and control, TD learning, Expected Sarsa, Q-learning, and the Dyna model-based architecture.

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

BES 123: Teaching and Learning

45 ratings

Explores how psychological and socio-cultural perspectives shape learning, teaching strategies, and teachers’ roles as reflective practitioners, innovators, and action researchers.

• Swayam
• 16 weeks
• Available until Nov 15, 2026
• Free Online Course

Creative Applications of Deep Learning with TensorFlow

45 ratings

Build deep networks in TensorFlow for creative work: train convolutional nets, autoencoders, GANs and recurrent nets, then generate content with Deep Dream and Style Net.

• Kadenze
• 60 hours
• Self-Paced
• Free Online Course

Leaders of Learning

22 ratings

Explore and understand your own theories of learning and leadership. Gain the tools to imagine and build the future of learning.

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

Intro to Machine Learning

20 ratings

This class will teach you the end-to-end process of investigating data through a machine learning lens. Learn online, with Udacity.

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

Machine Learning with Python: from Linear Models to Deep Learning.

30 ratings

An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in

• edX
• 15 weeks, 10-14 hours a week
• Self-Paced
• Free Online Course (Audit)

Becoming a changemaker: Introduction to Social Innovation

40 ratings

Learn to act as a social innovator: tackle complex "wicked" problems, spot hidden resources, apply Design Thinking, challenge system rules, and scale social impact.

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

• Best of All Time

Deep Teaching Solutions

Accelerate Your Learning with ChatGPT

38 ratings

Use ChatGPT to learn faster: craft study hooks, write effective prompts, build AI flashcards, learn with images, and expand working memory without losing critical thinking.

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

Computational Social Science Capstone Project

34 ratings

Scrape YouTube videos, visualize the resulting networks in Gephi, analyze comment sentiment and emotion with IBM Watson NLP, and grow an artificial society through agent-based simulation.

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

Introduction to Deep Learning

25 ratings

Deep Learning is subset of machine learning focused on extracting patterns from data using neural networks and use those patterns to inform the learning tasks.

• YouTube
• 2 days 7 hours 16 minutes
• Self-Paced
• Free Video

Practical Machine Learning

27 ratings

Build prediction functions with the caret package: cross-validation and error rates, feature creation, classification trees, random forests, Naive Bayes, regularized regression, and combining predictors.

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

Modelos predictivos con Machine Learning

36 ratings

En este curso conocerás los fundamentos del aprendizaje automático y como crear modelos de predicción, regresión y clasificación con ayuda de Python. Explorarás problemas de clasificación, regresión,

• edX
• 4 weeks, 6-8 hours a week
• Self-Paced
• Free Online Course (Audit)

Aprendizaje automático (machine learning) y ciencia de datos

32 ratings

Aprende a valorizar y extraer conocimiento a partir de los datos, usando técnicas y herramientas de análisis de datos genéricas, y aprendizaje automático en particular.

• edX
• 5 weeks, 4-5 hours a week
• Self-Paced
• Free Online Course (Audit)