Lifelong Learning Courses and Certifications

Yannic Kilcher

Active Dendrites Avoid Catastrophic Forgetting - Interview With the Authors

Interview exploring how active dendrites in neural networks can mitigate catastrophic forgetting, enabling better multi-task and continual learning for AI systems in dynamic environments.

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

APS Physics

How to Be Successful in a Physics Career - Preparing for Life After Your Physics Degree

Explore career paths and essential skills for physics graduates, including problem-solving, design thinking, and effective communication. Learn to leverage your degree for success in diverse fields.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Singularity University

Youth and the Future of Learning

Experts discuss transforming education to prepare youth for the future, exploring digital textbooks, mentorship, AI integration, and curriculum changes to foster lifelong learning skills.

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

MITCBMM

Next-Generation Recurrent Network Models for Cognitive Neuroscience

Explore next-gen recurrent neural networks for cognitive neuroscience, addressing challenges and combining biological knowledge with computational goals for improved brain and mind understanding.

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

EmpowerED - Embracing the Risk of Experiential Education

Explore the transformative power of experiential learning as Geoff Baker challenges traditional teaching methods and advocates for action-based education to empower students as lifelong learners.

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

The Full Stack

Continual Learning - FSDL 2022

Explore strategies for building and maintaining continual learning systems, including monitoring metrics, data curation, training triggers, and testing methods for machine learning models.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

The One - Becoming a Hero in Someone Else's Story

Inspirational talk exploring how one person can be a hero in someone else's life, focusing on organ donation and the power of selfless acts to change lives profoundly.

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

awwwards.

Rethinking Your Design Strategy

Explore innovative approaches to design strategy in the digital age, focusing on continuous learning and adaptability to stay relevant and motivated in a rapidly evolving industry.

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

AI Bites

Kolmogorov-Arnold Networks: Understanding KAN Architecture and Comparison with MLPs

Dive into Kolmogorov-Arnold Networks (KAN), a groundbreaking alternative to Multi-Layer Perceptrons, exploring its architecture, implementation, and potential advantages in neural network development.

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

World Economic Forum

Cambodia 2017 - ASEAN After 50 - What Next

Reflections on ASEAN's 50-year journey, current challenges, and future prospects. Leaders discuss regional integration, economic growth, technological adaptation, and ASEAN's global relevance in the coming decades.

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

Milken Institute

Unbound - Retraining the American Workforce

Exploring strategies for workforce retraining, discussing business initiatives, local programs, and national models to prepare Americans for future jobs and career fulfillment in a rapidly changing employment landscape.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk

The Aspen Institute

How AI Will Shake Up Business - and Society

Explore AI's transformative impact on business and society, discussing its potential to reinvent industries, reshape economies, and challenge our understanding of work and innovation.

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

Discover AI

New AI Post-Training - Add RL as Orthogonal Vector to SFT

Discover how to enhance AI post-training by integrating reinforcement learning as an orthogonal vector to supervised fine-tuning for continual adaptation and improved performance.

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

Discover AI

The Eigenvectors of AI - Shared LoRA Subspaces for Continual Learning

Explore shared LoRA subspaces for continual learning, examining eigenvector approaches to prevent catastrophic forgetting in AI systems through innovative parameter-efficient methods.

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

AI Engineer

Continual System Prompt Learning for Code Agents

Discover how to build coding agents that automatically learn from your team's feedback and PR reviews, using RL techniques to continuously improve system prompts without retraining models.

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