Social And Emotional Learning Courses

Machine Learning Foundations: A Case Study Approach

40 ratings

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
• Self-Paced
• Paid Course

• Best of All Time

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/week
• Self-Paced
• Free Online Course (Audit)

University of Alberta;  Alberta Machine Intelligence Institute

Sample-based Learning Methods

44 ratings

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
• Self-Paced
• Paid Course

BES 123: Teaching and Learning

45 ratings

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
• Self-Paced
• Free Online Course

Creative Applications of Deep Learning with TensorFlow

45 ratings

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
• 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 Statistics and Data Science.

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

Becoming a changemaker: Introduction to Social Innovation

40 ratings

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
• Self-Paced
• Paid Course

• Best of All Time

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

Deep Teaching Solutions

Accelerate Your Learning with ChatGPT

38 ratings

Explore AI-enhanced learning strategies, combining neuroscience insights with ChatGPT to boost cognitive abilities, improve study techniques, and foster critical thinking skills.

• Coursera
• 4 hours 51 minutes
• Self-Paced
• Paid Course

Great Learning

Instagram Marketing Fundamentals - Social Media Marketing - Instagram Growth

39 ratings

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
• Self-Paced
• Free Video

Computational Social Science Capstone Project

34 ratings

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
• Self-Paced
• Paid Course

HILT Conference - Making Peer Learning Effective

16 ratings

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

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

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, series de tiempo, agrupamiento y sistemas expertos.

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

Practical Machine Learning

27 ratings

Learn essential machine learning concepts and techniques, from data collection to model evaluation, with hands-on practice using popular algorithms and the caret package in R.

• Coursera
• 8-9 hours
• Self-Paced
• Paid Course

Introduction to Deep Learning

23 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