Systems Administration Courses

Association for Computing Machinery (ACM)

Deep Learning Day - Advances in Theory, Systems, and Applications

Comprehensive exploration of deep learning featuring expert talks on scaling, debugging, and advanced techniques. Covers theoretical foundations and practical applications across various domains.

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

Association for Computing Machinery (ACM)

Deep Learning for Search and Recommender Systems in Practice

Explore deep learning techniques for search and recommendation systems, covering document retrieval, ranking, personalization, and evaluation metrics. Learn about pointwise, pairwise, and listwise ranking approaches.

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

Association for Computing Machinery (ACM)

Deep Learning for Search and Recommender Systems in Practice - Part 2

Explore advanced techniques in deep learning for search and recommender systems, focusing on practical implementation and real-world applications at LinkedIn.

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

Association for Computing Machinery (ACM)

Deep Learning for Search and Recommender Systems in Practice - Part 1

Explore practical applications of deep learning in search and recommender systems, focusing on query understanding, candidate retrieval, and ranking techniques.

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

Association for Computing Machinery (ACM)

Entanglement Subvolume Law for 2D Frustration-Free Spin Systems

Explore entanglement entropy in 2D frustration-free spin systems, examining Hastings' proof, robust polynomials, and the Whole Screen Directivity Lemma.

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

Association for Computing Machinery (ACM)

Recommender Systems - Beyond Machine Learning with Joe Konstan

Explore advanced recommender systems beyond machine learning, focusing on user behavior and experience. Learn about successes, failures, and innovative approaches to personalization and evaluation.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Model-Reuse Attacks on Deep Learning Systems

Explore the security risks of using pre-trained models in machine learning systems, focusing on model-reuse attacks and their implications for AI safety.

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

nullcon

Bhadra Framework - Threat Modeling for Mobile Communication Systems

Explore the Bhadra framework for threat modeling in mobile communication systems, addressing complex security challenges and providing a structured approach to analyze adversarial behaviors in telecom networks.

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

All Your Doors Belong to Me - Attacking Physical Access Systems

Explore vulnerabilities in physical access systems, from card cloning to controller hacking. Learn attack techniques and security weaknesses in PACS deployments.

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

TheIACR

Attacks Against Real-World Systems

Explore sidechannel analysis, incision techniques, and high-level system analysis, focusing on real-world applications like Tesla Model X security vulnerabilities.

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

TheIACR

Baby Sharks - Small-Subgroup Attacks to Disrupt Large Distributed Systems

Explore small-subgroup attacks on distributed systems, focusing on MPC implementation vulnerabilities and real-world implications for cryptographic protocols and distributed key generation.

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

Colin O'Flynn

Digital Circuits Number Systems

Learn about number systems in digital circuits, including decimal, binary, and hexadecimal conversions. Explore power representations and practical examples for a solid foundation in digital logic.

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

Security BSides San Francisco

Avoiding Insidious Points of Compromise in Infrastructure Access Systems

Explore war stories and learn to build secure infrastructure access systems. Analyze classic incidents and discover why the industry's "zero-trust" definition may be flawed.

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

Security BSides San Francisco

RIS-ky Business - Exploiting Medical Information Systems

Explore medical device security, protocols, and system architecture. Learn how attackers can exploit vulnerabilities to access patient information in healthcare settings.

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

International Centre for Theoretical Sciences

Measurement Induced Transitions in Long-Range Spin Systems by Rosario Fazio

Explore measurement-induced transitions in long-range spin systems, examining their dynamics, properties, and implications for quantum physics and information theory.

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