Systems Core Courses

Neso Academy

Domain Relational Calculus - Example Queries in Database Management Systems

Master domain relational calculus through practical query examples, enhancing your understanding of database management systems and query formulation techniques.

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

Michel van Biezen

Thermodynamic Cyclic Process in Ideal Gas Systems - Part 6

Master thermodynamic cyclic processes through a detailed problem-solving walkthrough of isothermal expansion, constant volume cooling, and adiabatic compression in ideal gases.

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

Dave Churchill

Game Programming: Particle Systems and Entity Component Systems - Lecture 22

Master particle system implementation in game development through ECS architecture, vertex arrays, and practical coding demonstrations for efficient rendering and system design.

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

ICTP-SAIFR

Towards Data-Driven Biological Physics: Learning the Dynamics of Pattern-Forming Systems - Class 2

Delve into data-driven biological physics principles and pattern formation systems, exploring dynamic learning approaches for understanding complex biological phenomena and their mathematical foundations.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

Towards Data-Driven Biological Physics: Learning the Dynamics of Pattern-Forming Systems - Class 1

Explore data-driven approaches in biological physics, focusing on pattern formation dynamics and learning systems through advanced analytical methods and real-world applications.

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

XRegistry - Looking Beyond CloudEvents in Event-Driven Systems

Discover how xRegistry enhances CloudEvents by enabling endpoint discovery, message handling, and schema management in distributed systems through standardized APIs and domain-specific registries.

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

CMU Database Group

Concurrency Control Theory in Database Systems - Lecture 16

Dive into database concurrency control theory and explore Firebolt's innovative approach to managing simultaneous transactions in modern database systems, featuring insights from industry experts.

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

Simons Institute

Mathematical Challenges of Quantum Algorithms for Open Quantum Systems

Explore mathematical challenges in quantum algorithms for open quantum systems, examining advanced computational approaches and theoretical frameworks for quantum system analysis.

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

Simons Institute

Local Minima in Quantum Systems

Dive into the mathematical foundations of quantum algorithms, exploring local minima in quantum systems and their implications for open quantum system computations.

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

Simons Institute

Mixing Times Through Parent Hamiltonians in Fermionic Systems

Delve into quantum mixing times analysis through parent Hamiltonians, exploring fermionic systems, third quantization formalism, and their implications for quantum advantage.

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

Simons Institute

Mathematical Challenges of Quantum Algorithms for Open Quantum Systems

Delve into mathematical challenges and quantum algorithms for open quantum systems, exploring advanced concepts in quantum computing with expert insights from Copenhagen.

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

Simons Institute

Mixing Time of Open Quantum Systems via Hypocoercivity

Delve into quantum system mixing analysis through hypocoercivity theory, exploring novel frameworks for estimating mixing time without relying on traditional Lindbladian spectral gap methods.

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

Neuro Symbolic

Interpretable and Data-Efficient Learning for Autonomous Systems

Explore cutting-edge approaches to autonomous systems through interpretable learning methods and data-efficient techniques, focusing on the intersection of symbolic AI and deep learning.

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

Dave Churchill

Game Programming: Building a Zelda-Style Game Engine with Entity Component Systems - Lecture 16

Dive into game programming fundamentals through a Zelda-style assignment, covering entity management, AI systems, asset handling, and physics implementation in C++ with SFML graphics.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Bug Hunting in Distributed Systems: Using Robustness Tests to Test Your Code Better

Master robustness testing techniques for distributed systems through failure injection methods, focusing on Jespen framework principles and etcd's testing implementation for catching real-world scenarios and data consistency issues.

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