Social And Emotional Learning Courses

Simons Institute

The Power of Graph Learning - Richard M. Karp Distinguished Lecture

Explore graph learning's applications, methods, and theoretical foundations. Discover connections between graph learning and database theory for insights into expressive power potential.

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

media.ccc.de

Identifying Social Engineering - Five Key Indicators

Explore five key indicators to identify social engineering in real-world scenarios, literature, and experimental design, enhancing your ability to recognize and mitigate manipulation tactics.

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

Unlock Human Learning Potential in the Digital Age Using Oral Tradition

Explore how ancient oral traditions can enhance modern learning, unleashing students' full potential and transforming their academic experience in the digital age.

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

MLOps: Why DevOps Solutions Fall Short in the Machine Learning World

Explore MLOps challenges, differences from DevOps, and solutions for efficient machine learning development. Learn about GitLab's approach and the emerging field of LLMOps.

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

Poisoned Pickles Make You Ill - Securing Machine Learning Model Serialization

Explore the security risks of using pickle for ML model serialization and learn strategies to protect against poisoned pickles in data science pipelines.

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

FedLess - Secure and Scalable Serverless Federated Learning

Explore serverless federated learning with FedLess, addressing scalability and security challenges in collaborative model training across distributed clients using cloud platforms.

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

Using Machine Learning Models in JavaScript Applications

Learn to integrate machine learning models into JavaScript applications using TensorflowJS, covering model loading, training, and implementation with practical examples and insights.

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

Do Repeat Yourself - Designing Open-source Libraries for Modern Machine Learning

Explore modern machine learning library design principles with Hugging Face's Diffusers Team Lead, focusing on open-source development and effective code reuse strategies.

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

International Centre for Theoretical Sciences

Learning from Dependent Data - Lecture 1

Explore techniques for learning from dependent data, focusing on probabilistic and optimization methods in data science. Gain insights into handling interconnected information effectively.

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

Devoxx

Lessons Learned Using Machine Learning in Java

Explore practical insights and key takeaways from implementing machine learning projects using Java, enhancing your skills in AI development and data-driven solutions.

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

The Aspen Institute

Dream Hoarders - Inequality and Social Mobility in America

Richard Reeves discusses wealth inequality and limited social mobility in the US, focusing on the top 20% of earners and systemic advantages that perpetuate the gap between upper middle class and others.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

The Aspen Institute

How Social Capital Influences Well-Being

Explore the impact of social networks on success, health, and opportunity. Learn strategies to broaden access to social capital and bridge economic and cultural divides.

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

The Aspen Institute

What Are Machines Really Learning to Do? - Advancements in AI and Machine Learning

Explore the rapid advancements in machine learning, its impact on various industries, and the complex tasks AI systems are now capable of performing.

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

OWASP Foundation

Machine Learning vs. Cryptocoin Miners

Explore machine learning techniques to detect and combat cryptocurrency mining malware, enhancing cybersecurity defenses against evolving digital threats.

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

The Aspen Institute

Breaking the Cycle - Health, Poverty, and Social Determinants of Health

Exploring the complex interplay between health, poverty, and social factors. Experts discuss innovative approaches to address health disparities and build equitable, integrated systems for better community well-being.

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