Online Education Courses and Certifications

Khan Academy

How to Keep Your Child Learning and Happy at Home

1 rating

Discover easy ways to boost learning for young children at home through everyday activities and play. Experts share tips on language, literacy, numeracy, and social-emotional skills development.

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

International Students Orientation - Everything You Need to Know

Comprehensive guide for international students at University of Melbourne, covering orientation, support services, academic advice, and career opportunities to ensure a smooth transition.

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

Simons Institute

Online Learning and Bandits - Part 1

Explore online learning and bandit algorithms with experts from DeepMind and CWI. Gain insights into gradient descent, exponential weights, and regularized leader methods for reinforcement learning.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Khan Academy

Tips for Motivating Middle School and High School Kids During Distance Learning

Practical strategies to motivate and engage middle and high school students in distance learning, focusing on goal-setting, celebrating success, and fostering curiosity and relevance.

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

Khan Academy

How to Use Pixar in a Box with Your Students

Discover how to engage students with Pixar in a Box, a Khan Academy-Pixar collaboration that brings animation concepts to life across various subjects, sparking curiosity and joy in learning.

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

Khan Academy

Best Practices for ELA - Khan Academy

Expert guidance on maximizing Khan Academy for ELA instruction, covering setup, assignments, reports, and key features to enhance student learning and skill mastery.

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

Khan Academy

Best Practices for Supporting English Language Learners

Expert strategies for supporting ELL students with Khan Academy, covering tools like Google Classroom, dictionaries, subtitles, and Flipgrid to enhance learning across various content areas.

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

Simons Institute

Adversarial Bandits: Theory and Algorithms

Explore adversarial multi-armed bandit theory, algorithms, and recent advances in data-dependent regret guarantees, structural bandits, and more. Compare full-information and bandit feedback in online learning.

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

Simons Institute

Learning and Incentives

Explore machine learning theory, focusing on learnability in strategic and adversarial settings. Covers stochastic and online learning, VC dimension, and Littlestone dimension.

• YouTube
• 1 hour
• Self-Paced
• Free Video

TED

What We're Learning from Online Education

Explore how online education revolutionizes learning through data analysis, making top-tier university courses accessible globally and providing insights into knowledge processing.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Institute for Advanced Study

Beyond Worst-Case Analysis in Online Learning

Explore advanced algorithmic analysis beyond worst-case scenarios, focusing on online learning theory and regret-minimization with smoothed adversaries.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Teachers Training Micro-Learning Innovative Model and Building an Online M.S. with Open edX

Explore innovative micro-learning models for teacher training and discover strategies for building online master's programs using Open edX platform.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Okta

Inclusive Digital Identity and Web Monetization for Earning Online

Explore digital identity and web monetization standards for seamless user onboarding and online earning. Learn about verifiable credentials and how developers can implement these open technologies.

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

Alan Turing Institute

Who Needs Kernels Anyway? - Mark Herbster

Explore online matrix prediction and its applications in biclustering, with an algorithm that scales efficiently based on margin complexity.

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

Fields Institute

Privacy, Stability, and Online Learning

Explore the intersection of privacy, stability, and online learning, focusing on sample complexity, private learnability, and mistake-bounded learning in classification algorithms.

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