Operating Systems Courses

Institut des Hautes Etudes Scientifiques (IHES)

Systems with Coulomb Interactions: Mean-Field Limits and Statistical Mechanics - Lecture 2

Explore Coulomb-type repulsion in large particle systems, covering mean-field dynamics and statistical mechanics with focus on free energy expansion and fluctuations.

• YouTube
• 1 hour 54 minutes
• Self-Paced
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Systems with Coulomb Interactions: Mean-Field Limits and Statistical Mechanics - Lecture 1

Explore large particle systems with Coulomb repulsion, examining mean-field dynamics and statistical mechanics using modulated energy approaches and free energy expansions.

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

Institut des Hautes Etudes Scientifiques (IHES)

Categorification of Rule Algebras in Compositional Rewriting Systems

Explore a novel approach to formalizing operations in compositional rewriting systems, focusing on double categories and presheaf calculus for counting rewrite realizations.

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

Institut Henri Poincaré

Eco-evolutionary Dynamics, Hyper-diversity and Frequency-dependent Selection in Host-parasite Systems

Explore eco-evolutionary dynamics and frequency-dependent selection in host-parasite systems, focusing on hyper-diversity and its implications.

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

Institut Henri Poincaré

Noise-Driven Bifurcations in Neural Field Systems Modeling Grid Cell Networks

Explore noise-driven bifurcations in neural field systems, focusing on grid cell network modeling and their implications for spatial navigation.

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

Institut Henri Poincaré

Nonlocal Cahn-Hilliard-Hele-Shaw Systems

Explore nonlocal Cahn-Hilliard-Hele-Shaw systems in fluid dynamics, focusing on well-posedness, regularity, and comparisons with similar models. Gain insights into applications in porous media and tumor growth modeling.

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

Anyscale

Ray/RLLib-Empowered Reinforcement Learning Based Recommender Systems in NetEase Game

Explore how Ray/RLLib enhances reinforcement learning-based recommender systems in NetEase Games, improving user experience and profitability. Learn about the open-source RL4RS dataset for training and evaluating RL algorithms.

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

Data Centric

Enterprise Jargon and RAG Systems - Effective Tactics for Improved Performance

Discover effective tactics to enhance RAG and retrieval systems for handling enterprise jargon, improving LLM-powered tools and applications for businesses.

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

Forensic 365

Revisiting Various Classification Systems of Lip Prints

Explore cheiloscopy's potential in forensic identification as Prof. Thakkar revisits and refines lip print classification systems, enhancing accuracy for investigators.

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

Institute for Pure & Applied Mathematics (IPAM)

Embedding Fairness into Pricing Algorithms for Vehicle Sharing Systems

Explore fairness in pricing algorithms for vehicle sharing, examining how different fairness notions impact rider surplus and access across various groups and locations.

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

GOTO Conferences

The Joy of Building Large Scale Systems

Explore modern hardware capabilities and challenge traditional assumptions about system design. Learn innovative approaches to building efficient, high-performance software leveraging current technology.

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

IIT Madras;  NPTEL

Thermodynamics for Biological Systems : Classical and Statistical Aspects

Explore classical and statistical thermodynamics principles for analyzing biological systems, covering continuum and molecular-level approaches to manipulate and design bio-systems effectively.

• Swayam
• Self-Paced
• Free Online Course

GOTO Conferences

Adaptive Socio-Technical Systems with Architecture for Flow

Explore adaptive socio-technical systems using Wardley Mapping, Domain-Driven Design, and Team Topologies to optimize change flow and evolve legacy systems in uncertain business landscapes.

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

Student Involvement and Agricultural School Exchanges for Sustainable Food Systems

Explore three key ingredients for developing sustainable food systems through social organization, connecting science with practice in agroecology and ecosystem services.

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

Weights & Biases

Navigating Vision Systems with Weights & Biases and SmartCow

Explore computer vision advancements with Weights & Biases and SmartCow. Learn about Ultralytics, object detection metrics, and practical implementations for enhancing ML projects.

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