Online Learning Courses and Certifications

Assistive technologies and online learning

14 ratings at OpenLearn

In this free course, Assistive technologies and online learning, you will explore some of the technology that disabled students use when accessing computers. We will take a look at the tools and ...

• OpenLearn
• 8 hours
• On-Demand
• Free Certificate

Python Machine Learning Course Online (Self-Paced)

Master the fundamentals of machine learning with Python, from regression analysis to classification algorithms, and gain practical skills to solve real-world problems using data science libraries.

• Noble Desktop
• On-Demand
• $1,895.00

Training and Learning Online

5 reviews

Develop effective online learning strategies, from note-taking to collaboration. Acquire practical skills for successful digital education, including communication and research techniques.

• Coursera
• 4 hours 25 minutes
• On-Demand
• Paid Course

Welcome to Melbourne: International Student Orientation - Day 1

Gain essential tools and insights for a successful start at the University of Melbourne through expert advice, student experiences, and information on services and opportunities.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

Strategic planning for online learning

4 ratings at OpenLearn

Become a digitally-informed and empowered school leader and learn how to help your school respond more effectively to technology-driven change through COVID-19 and beyond. This free course will ...

• OpenLearn
• 10 hours
• On-Demand
• Free Certificate

Introduction to Online Learning in Higher Education

Comprehensive overview of online learning in higher education, covering global trends, Indian initiatives, pedagogy, instructional design, e-content development, OERs, academic support, and assessment methods.

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

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Seds Online

A Beginners Guide to Running a Virtual Fieldtrip

Practical tips and learnings for conducting virtual fieldtrips, including preparation, teaching methods, and assessment strategies for geology students.

• YouTube
• 1 hour 2 minutes
• On-Demand
• 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
• On-Demand
• Free Video

The Exponential Why - Modern Learning Concepts and Knowledge Sharing

Explore modern learning concepts and their exponential impact. Discover how to effectively gain and share knowledge, making a positive difference through innovative educational approaches.

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

Uncertainty in Artificial Intelligence

The Power of Cooperation in Networks of Learning Agents - Keynote Talk

Explore the power of cooperation in agent networks for enhanced learning, focusing on performance bounds and online learning scenarios.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Google TechTalks

High-Dimensional Prediction for Sequential Decision Making

Explore efficient algorithms for online high-dimensional predictions, enabling no-regret guarantees, fairness, and uncertainty quantification in multiclass settings for improved decision-making.

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

Google TechTalks

Online Prediction in Sub-linear Space

Explore innovative algorithms for online learning with expert advice, focusing on sub-linear memory solutions and their implications for sequential decision-making.

• YouTube
• 1 hour
• On-Demand
• Free Video