Operating Systems Courses

IIT Kharagpur;  NPTEL

Recommender Systems

Explore recommender systems' foundations, algorithms, and applications. Learn data preprocessing, collaborative filtering, content-based techniques, and evaluation methods for effective recommendation systems.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

OWASP Foundation

Security of Machine Learning Systems

Explore security challenges in AI and ML systems, including adversarial attacks and MLOps. Learn to apply pen testing skills to ML, with demonstrations on manipulating image recognition and NLP models.

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

International Centre for Theoretical Sciences

Symmetric Closed Subsets of Real Affine Root Systems and Regular Su - Short Talk by Irfan Habib

Explores symmetric closed subsets of real affine root systems and their applications in representation theory, focusing on algebraic and combinatorial methods.

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

Batch Systems in Production with Kueue - Multi-Tenancy and Fungibility

Explore Kueue, a cloud-native job scheduler for Kubernetes, enabling multi-tenant batch systems with efficient resource management, fair use, and support for various workloads and frameworks.

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

Crafting Resilient and Scalable Systems with Orchestration and Choreography Patterns on Kubernetes

Explore Event-Driven Architectures, focusing on orchestration and choreography patterns for scalable systems using Apache Kafka, Camel K, and Argo Workflows on Kubernetes.

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

media.ccc.de

Digital Identity Systems in the EU and Worldwide - Privacy Concerns and Resistance Strategies

Analyse der EU-Digitalidentitätsreform und globaler Trends bei digitalen Identitätssystemen. Diskussion über Datenschutzbedenken, Auswirkungen auf die Privatsphäre und Strategien des zivilgesellschaftlichen Widerstands.

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

5 Minutes Engineering

Complete Database Management Systems (DBMS) Course - 5 Hours

Comprehensive Hindi tutorial covering DBMS fundamentals, including ER diagrams, normalization, SQL, and concurrency control. Ideal for engineering students seeking in-depth database knowledge.

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

NDC Conferences

Access Control in Message-Driven Systems

Securing message-driven architectures: Implementing token-based access control with Open Policy Agent for asynchronous communication flows, addressing challenges of different message types and zero trust principles.

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

GOTO Conferences

Operating Event-Driven Architectures with Quality in Mind

Explore strategies for building reliable event-driven architectures, addressing testing challenges, observability, and release strategies in asynchronous systems.

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

International Centre for Theoretical Sciences

Mathematical Reasoning, Formal Proof Systems and Artificial Intelligence

Explore mathematical reasoning, formal proof systems, and AI applications in this lecture, gaining insights into the intersection of logic, mathematics, and artificial intelligence.

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

Untorn Buffered Writes in Linux File Systems

Explore advanced Linux file system techniques with experts Theodore Ts'o and John Garry, focusing on untorn buffered writes for improved data integrity and performance.

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

Challenges and Ideas in Transitioning EXT* and Other File Systems to iomap

Explore challenges and innovative solutions for transitioning EXT* and other file systems to iomap, enhancing Linux storage performance and efficiency.

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

Making Pseudo File Systems Inodes and Dentries More Like Normal File Systems

Explore techniques for aligning pseudo file systems with traditional file systems, focusing on inode and dentry structures to enhance system performance and efficiency.

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

Memory Policy Extensions for Heterogeneous Memory Systems

Explore extensions to Linux memory policies for managing heterogeneous memory systems, enhancing performance and efficiency in complex computing environments.

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

Dropping Page Cache of Individual File Systems

Learn techniques for dropping page cache of individual filesystems with Christian Brauner, enhancing system performance and resource management in Linux environments.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video