Systems Core Courses

Qdrant - Vector Database & Search Engine

Advancements and Challenges in Retrieval-Augmented Generation Systems

Explore the latest developments in Retrieval-Augmented Generation systems, their real-world applications, and key challenges in implementing AI-powered information retrieval and generation solutions.

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

Squid: Schools for Quantum Information Development

Quantum 2-SAT on Low Dimensional Systems is QMA_1-Complete

Delve into groundbreaking research exploring quantum satisfiability problems, examining complexity transitions in low-dimensional quantum systems and their computational implications for quantum information theory.

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

Squid: Schools for Quantum Information Development

Circuit Depth Versus Energy in Topologically Ordered Systems

Delve into circuit depth analysis for quantum many-body systems, exploring energy-depth relationships and geometric constraints in topologically ordered systems through theoretical proofs.

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

Squid: Schools for Quantum Information Development

Contextuality in Composite Systems: The Role of Entanglement in the Kochen-Specker Theorem

Explore the interplay between quantum contextuality and entanglement in composite systems, examining their role in multiqubit quantum computation and the Kochen-Specker theorem implications.

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

Squid: Schools for Quantum Information Development

The Nonequilibrium Cost of Accurate Information Processing in Quantum Systems

Delve into quantum thermodynamics and information processing, exploring fundamental limits of accuracy in relation to nonequilibrium resources and their implications for quantum computing systems.

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

Squid: Schools for Quantum Information Development

Fundamental Limitation on the Detectability of Entanglement in Quantum Systems

Delve into quantum entanglement detection limitations, exploring theoretical trade-offs between efficiency and effectiveness in quantum systems, with focus on single-copy and multi-copy measurements.

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

Centre for Networked Intelligence, IISc

Low Complexity Optimal Policies for Networked Control Systems

Explore optimal scheduling policies for wireless networked control systems, focusing on channel observation, risk-sensitive cost criteria, and half-duplex controller scenarios in communication networks.

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

Centre for Networked Intelligence, IISc

Codes for Unexpected and Expected Loads in Distributed Computing Systems

Explore coding theory applications in distributed computing systems, focusing on erasure coding's role in handling unpredictable data access patterns and optimizing storage efficiency.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Centre for Networked Intelligence, IISc

Missing Mass and Optimal Discovery in Power Systems Security Analysis

Explore advanced statistical modeling and machine learning concepts through probabilistic expert advice, focusing on security analysis in power systems and Good-Turing missing mass estimation techniques.

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

Centre for Networked Intelligence, IISc

Fast, Flexible, and Intelligent Next-Generation Networks and Systems

Explore the evolving landscape of network architectures as modern computing challenges force a redesign of CPUs and switches, balancing performance with flexibility in the era of big data and AI.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Centre for Networked Intelligence, IISc

Age-Distortion Tradeoffs in Communication Systems

Explore the balance between timely data transmission and quality in networked systems, examining optimal strategies for packet-based communication and the impact of coding across packets.

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

Centre for Networked Intelligence, IISc

A Computational Theory of Graphical Dynamical Systems with Applications to Socio-Technical Networks

Explore the computational theory of Graphical Dynamical Systems and their practical applications in modeling complex socio-technical networks and distributed systems.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

UofU Data Science

Machine Learning: Representations and Learning in Online Systems - Lecture 9

Explore how hypothesis representation choices impact online learning algorithms and their effectiveness in machine learning applications.

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

UofU Data Science

Challenges in Fostering Trust and Distrust in AI Systems

Explore key challenges in AI trust development, from benchmark construction and evaluation methods to data quality issues and human trust factors in artificial intelligence systems.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

UofU Data Science

Understanding Human Trust in AI Systems - Evaluation and Analysis

Explore the complex dynamics of human-AI trust relationships, from interpersonal trust foundations to evaluating AI trustworthiness and warranted trust in practical applications.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video