Systems Core Courses

Leveraging Data Output for Architectural Optimization in Cloud Native Systems

Discover how to optimize cloud-native architectures using observability, OpenTelemetry, and AI/ML to streamline complex distributed systems and make data-driven design decisions.

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

ICTP-SAIFR

Phase Transitions in Disordered Quantum Systems - Class 4

Delve into phase transitions in disordered quantum systems, exploring fundamental concepts and advanced theoretical frameworks through expert insights from leading physicists in strongly correlated materials.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

Floquet Engineering Quantum Systems - Class 4

Delve into advanced concepts of Floquet engineering for quantum systems, exploring theoretical frameworks and applications in strongly correlated materials and disorder dynamics.

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

Institute for Pure & Applied Mathematics (IPAM)

Sequential Decision Making Under Uncertainty - Information Asymmetry in AI Systems

Delve into sequential decision-making under uncertainty, exploring persuasion and mechanism design in information asymmetry scenarios, with applications to AI and dynamic modeling frameworks.

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

Institute for Pure & Applied Mathematics (IPAM)

Adversarial Intelligence in Natural and Artificial Systems

Explore the dynamics of adversarial intelligence through genetic programming and coevolutionary algorithms, focusing on designing competitive AI agents and simulating strategic rivalries.

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

USENIX

A Comprehensive Study on the Security of Arm Cortex-M Systems

Delve into a systematic analysis of Arm Cortex-M systems' security features, examining hardware limitations, software vulnerabilities, and protection mechanisms across 1,797 real-world firmware implementations.

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

Discover AI

Building Adaptive Multi-Agent AI Systems: From Theory to Implementation

Explore adaptive multi-agent AI systems through reinforcement learning, examining how agents navigate dynamic physical and social environments while developing cooperative strategies and decision-making capabilities.

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

STMicroelectronics

Setting Up STM32MP1 as AWS Greengrass V2 Core Device

Master the configuration of STM32MP135 DK for AWS Greengrass V2, including automated IoT setup, IAM roles, PKCS#11 key management, and secure service deployment for IoT solutions.

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

1A Auto: Repair Tips & Secrets Only Mechanics Know

Troubleshooting Car AC Systems - Why Recharge Cans Are Not a Long-Term Solution

Discover why car AC recharge cans provide only temporary fixes and learn proper diagnostic steps, from leak detection to compressor replacement, for effectively solving automotive AC system problems.

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

ICTP-SAIFR

Phase Transitions in Disordered Quantum Systems - Class 5

Delve into phase transitions in disordered quantum systems through expert analysis of strongly correlated materials, focusing on advanced theoretical concepts and real-world applications.

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

ICTP-SAIFR

Floquet Engineering Quantum Systems - Class 5

Explore advanced concepts in Floquet engineering and its applications to quantum systems, focusing on disorder and dynamics in strongly correlated materials.

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

ICTP-SAIFR

Dynamics in Quantum Many-Body Systems - Class 4

Explore quantum many-body systems dynamics through advanced concepts and theoretical frameworks, focusing on disorder effects and strongly correlated materials in physics.

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

ICTP-SAIFR

Dynamics in Quantum Many-Body Systems - Class 5

Explore quantum many-body systems dynamics through advanced concepts and theoretical frameworks, focusing on disorder and strongly correlated materials in physics.

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

Neso Academy

Tuple Relational Calculus - Example Queries in Database Management Systems

Master practical query formulation in Tuple Relational Calculus through hands-on examples and step-by-step demonstrations of database operations and expressions.

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

Great Learning

Python and Generative AI Projects for Beginners - Building Applications and Machine Learning Systems

Master Python programming while building practical GenAI projects, from basic word games to advanced applications like face recognition, chatbots, and recommendation systems. Includes hands-on data analysis and visualization.

• YouTube
• 10 hours 26 minutes
• Self-Paced
• Free Video