Control Systems Courses

Modernizing CRM Systems for the AI Era - Session 278

Discover how AI-powered Dynamics 365 Sales modernizes CRM platforms, eliminates data silos, and enables personalized customer engagement for accelerated business growth and improved sales outcomes.

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

International Centre for Theoretical Sciences

The Fates of Pure Many-Particle Systems: Hydrodynamical Limits of Spins and Qubits - Lecture 2

Delve into quantum dynamics of spin chains and qubits, exploring hydrodynamical limits, Yang-Baxter integrability, and recent breakthroughs in understanding thermodynamic properties of quantum matter.

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

Great Learning

Decoding Databases: Understanding DBMS, RDBMS, and Modern Database Systems

Master database fundamentals from DBMS to vector databases, exploring popular systems like MySQL, PostgreSQL, Oracle SQL, and MongoDB, with practical installation guidance and hands-on implementation steps.

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

DSDSD - Dutch Seminar on Data Systems Design

Leaving the Two-Tier Architecture Behind: Evolution of Analytical Data Management Systems

Explore how modern analytical data engines are evolving beyond traditional architectures, enabling in-process analytics and new use cases from browser-based OLAP to Big Data processing on laptops.

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

DSDSD - Dutch Seminar on Data Systems Design

The Future of Cloud Database Systems

Explore the evolving landscape of cloud databases, examining challenges of hyperscaler dominance, opportunities for disruption, and a blueprint for reinventing cloud infrastructure through unified standards and abstractions.

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

DSDSD - Dutch Seminar on Data Systems Design

Table Representation Learning for Efficient and Robust Data Systems

Discover how specialized column embeddings and table representation learning can revolutionize data systems, making them more efficient and robust for real-world database applications.

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

Finnish Center for Artificial Intelligence FCAI

Neural Abstractive Summarization: Advances in Long Document Processing and Context Control

Explore cutting-edge neural abstractive summarization techniques, from handling long documents to Bayesian active learning and context-controlled output, with applications in healthcare and finance.

• YouTube
• 46 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

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

Mean-Field Control for Restless Bandits and Weakly Coupled MDPs

Explore optimization methods and stochastic models for large-scale system control, focusing on mean-field approaches to overcome dimensionality challenges in reinforcement learning and resource allocation.

• YouTube
• 1 hour 18 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