Social And Emotional Learning Courses

Statistical Learning with R

28 reviews

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 second edition of the course textbook.

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

Leaders of Learning

22 reviews

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
• On-Demand
• Free Online Course (Audit)

BES 123: Teaching and Learning

45 reviews

Explore psychological and socio-cultural perspectives of learning, teaching strategies, and the teacher's role as innovator and reflective practitioner in this comprehensive educational course.

• Swayam
• 16 weeks
• On-Demand
• Free Online Course

Creative Applications of Deep Learning with TensorFlow

45 reviews

Explore deep learning with TensorFlow, from basic components to advanced algorithms. Learn to build neural networks for object recognition, content generation, and creative applications in AI.

• Kadenze
• 60 hours
• On-Demand
• Free Online Course

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

30 reviews

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 Statistics and Data Science.

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

Intro to Machine Learning

20 reviews

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
• On-Demand
• Free Online Course

Machine Learning Foundations: A Case Study Approach

40 reviews

Hands-on exploration of machine learning applications through practical case studies, covering regression, classification, clustering, recommender systems, and deep learning using Python.

• Coursera
• 18 hours 9 minutes
• On-Demand
• Paid Course

• Best of All Time

University of Alberta;  Alberta Machine Intelligence Institute

Sample-based Learning Methods

44 reviews

Explore sample-based learning methods in reinforcement learning, including Monte Carlo, temporal difference, and Dyna. Learn to estimate value functions, implement algorithms, and improve sample efficiency.

• Coursera
• 22 hours 16 minutes
• On-Demand
• Paid Course

Great Learning

Instagram Marketing Fundamentals - Social Media Marketing - Instagram Growth

39 reviews

Learn Instagram marketing fundamentals, including account setup, post types, strategies, and tips to effectively promote your brand and reach target customers on this popular social media platform.

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

HILT Conference - Making Peer Learning Effective

15 reviews

Explore research-backed strategies for effective peer learning, examining collaborative projects, inquiry methods, and student-centered approaches in higher education.

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

Introduction to Deep Learning

23 reviews

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
• On-Demand
• Free Video

Aprendizaje automático (machine learning) y ciencia de datos

32 reviews

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
• On-Demand
• Free Online Course (Audit)

Becoming a changemaker: Introduction to Social Innovation

39 reviews

Explore complex social problems and develop innovative solutions through strength-based approaches, human-centered design, and system thinking. Learn to become a changemaker and create meaningful impact.

• Coursera
• 23 hours 43 minutes
• On-Demand
• Paid Course

• Best of All Time

Modelos predictivos con Machine Learning

32 reviews

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, series de tiempo, agrupamiento y sistemas expertos.

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

Computational Social Science Capstone Project

34 reviews

Integrative lab applying computational social science skills: web scraping, network analysis, NLP, and agent-based modeling to analyze social media data and simulate idea diffusion.

• Coursera
• 13 hours 38 minutes
• On-Demand
• Paid Course