Operating Systems Courses

Production Machine Learning Systems

Implement production ML systems with static/dynamic training, inference, and processing. Learn TensorFlow, distributed training, and custom estimators for advanced machine learning on Google Cloud.

• Google Skills
• 16 hours
• Self-Paced
• Paid Course

Recommendation Systems on Google Cloud

In this course, you apply your knowledge of classification models and embeddings to build a ML pipeline that functions as a recommendation engine. This is the fifth and final course of the Advanced Machine Learning on Google Cloud series.

• Google Skills
• 8 hours
• Self-Paced
• Paid Course

Building Resilient Streaming Analytics Systems on Google Cloud

Learn to build resilient streaming data pipelines on Google Cloud using Pub/Sub, Dataflow, BigQuery, and Bigtable. Gain hands-on experience in real-time data processing and analytics for business insights.

• Google Skills
• 4 hours 15 minutes
• Self-Paced
• Paid Course

International Centre for Theoretical Sciences

Dissipative Many-Body Quantum Systems & Hidden Time-Reversal by Aashish Clerk

Explore dissipative many-body quantum systems and hidden time-reversal symmetry. Gain insights into complex quantum phenomena and their implications for advanced physics research.

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

International Centre for Theoretical Sciences

Data Mining the Many-body Problem - From Equilibrium to Driven Systems by Marcello Dalmonte

Explore data mining techniques for many-body systems, from equilibrium to driven states. Learn to analyze complex quantum phenomena and their applications in theoretical physics.

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

Liberating Our Voices From Silencing Systems

Explore how to liberate voices from systemic oppression, anxiety, and distraction. Learn strategies for creating safe spaces that empower individuals to speak up and be heard authentically.

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

IEEE

TrojanModel - A Practical Trojan Attack against Automatic Speech Recognition Systems

Explore a practical Trojan attack targeting automatic speech recognition systems, examining vulnerabilities and potential security implications in voice-based technologies.

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

Okta

Static Sites vs Content Management Systems - Comparing Developer Options

Explore the advantages of static site generators over content management systems for developer teams, covering aspects like scalability, customization, and reliability.

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

Java

Flow and the Future of Reactive Systems on the JVM

Explore reactive applications and systems using JDK9's Flow interface, learning how to build scalable, high-performance apps and interconnected systems with Akka and RxJava.

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

RSA Conference

Abuse of Repository Webhooks to Access Hundreds of Internal CI Systems

Explore a novel attack vector abusing repository webhooks to access internal CI systems, revealing vulnerabilities in common CI/CD architectures and their potential impact on organizations.

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

RSA Conference

Preparing for and Defending OT Systems from Ransomware

Learn strategies to protect critical infrastructure and OT systems from ransomware threats. Gain insights on preparation, defense, and mitigation techniques for high-value corporate targets.

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

USENIX

Testing Storage Systems - Methodology and Common Pitfalls

Explore methodologies and pitfalls in storage system testing, covering negative, functional, and performance aspects. Learn tips and tricks developed from extensive vendor equipment testing experience.

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

USENIX

Dr. Hacker, I Presume? - An Experimentally-based Discussion about Security of Teleoperated Surgical Systems

Exploring security vulnerabilities in teleoperated surgical systems and their potential implications, with a focus on developing patient-safe and privacy-preserving robotic surgery technologies.

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

USENIX

Privacy-Preserving Microbiome Sequencing Analysis and Storage Systems

Exploring privacy-preserving techniques for microbiome sequencing analysis and storage, adapting methods from human genome studies to ensure data protection while enabling valuable research.

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

GDC

Dark Pictures - Season 1 - 4 Games in 4 Years - Audio Systems for Narrative Horror

Explore innovative audio systems for narrative horror games, including character sound, foley, interactive mixing, and spatial audio, as used in the Dark Pictures Anthology series.

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