Control Systems Courses

Toronto Machine Learning Series (TMLS)

Testing HR Systems for Bias and Fairness in AI

Detect and prevent bias in AI HR systems through real-world lessons and practical techniques for fairness testing and risk mitigation.

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

Toronto Machine Learning Series (TMLS)

Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning

Explore deep reinforcement learning for automated medical diagnosis, emulating doctors' reasoning to generate differential diagnoses, prioritize severe pathologies, and enhance system trustworthiness.

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

USC Information Sciences Institute

Harnessing Black-Box Control to Boost Commonsense in Language Models' Generation

Enhance language models' commonsense reasoning without fine-tuning. Learn about BOOST framework for steering frozen models towards more reasonable outputs using an interpretable evaluator and auxiliary head training.

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

GAIA

Should We Teach Machine Learning Systems?

Explore feature engineering and instruction in machine learning to improve AI system output quality and reliability. Contrast with current hands-off learning approaches.

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

All Things Open

System Design on Easy Mode - Durable Execution for Distributed Systems

Explore distributed systems patterns and learn how durable execution simplifies system design. Discover a new approach to solving complex architectural challenges in backend programming.

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

All Things Open

HPCC Systems Data Lake Management

Explore effective data lake management using HPCC Systems. Learn to integrate diverse sources, derive insights, and achieve better performance without massive teams or increased costs.

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

All Things Open

A Whirlwind Tour of Rust - Systems Programming for the Modern Developer

Explore Rust's innovative approach to systems programming, offering C/C++-level performance with enhanced safety features. Learn language fundamentals and modern development tools.

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

Instituto de Matemática Pura e Aplicada

Complex Dynamics in the Tropics - Structures on 2- and 3-Manifolds Coming from Dynamical Systems

Explore complex dynamics in the tropics, focusing on structures in 2- and 3-manifolds derived from dynamical systems. Gain insights into multimodal maps, hyperbolic groups, and related mathematical concepts.

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

Instituto de Matemática Pura e Aplicada

Random Square-Tiled Surfaces and Interval Exchange Transformations - Dynamical Systems

Explore random square-tiled surfaces and interval exchange transformations in large genus systems. Gain insights from Anton Zoritch's conference talk on dynamical systems.

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

Instituto de Matemática Pura e Aplicada

On the Work of Marcelo Viana - International Conference on Dynamical Systems

Explore Lorenzo Díaz's insights on Marcelo Viana's work in dynamical systems at IMPA's international conference, celebrating Viana's 60th birthday and showcasing cutting-edge research.

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

Instituto de Matemática Pura e Aplicada

Hydrodynamics, Fluctuations, and Universality of Interacting Particle Systems

Explore hydrodynamics, fluctuations, and universality in interacting particle systems with Patrícia Gonçalves at IMPA's 70th anniversary conference, featuring insights from leading mathematicians worldwide.

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

Instituto de Matemática Pura e Aplicada

Mixing Time and Cutoff for One Dimensional Systems

Explore mixing time and cutoff for one-dimensional systems in this advanced mathematics lecture by Hubert Lacoin at IMPA's 70th anniversary conference.

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

Instituto de Matemática Pura e Aplicada

Interacting Particle Systems on Sparse W-Random Graphs

Explore interacting particle systems on sparse W-random graphs in this workshop. Gain insights from leading experts through plenary talks, contributed presentations, and collaborative sessions on randomness and network learning.

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

TabletClass Math

Solving Systems of Non-Linear Equations - Line Intersecting a Circle

Aprenda a resolver sistemas de ecuaciones no lineales, específicamente la intersección de una línea y un círculo, utilizando métodos algebraicos avanzados.

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

Hackitect's playground

Say Goodbye to Bastion Hosts - Secure Access with AWS Systems Manager

Implement secure, streamlined access to AWS resources using Systems Manager Session Manager. Learn setup, benefits, and efficient management techniques.

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