Operating Systems Courses

In this Cybersecurity risk management course, students will come to understand the value of assets, learn to analyze threat potential, and identify cost-effective methods of mitigation. Best practices of risk management will also be covered.

• Cybrary
• 1-2 hours
• Self-Paced
• Paid Course

BUS206: Management Information Systems

Explore hardware, software, networking, databases, and strategic applications of information systems in business and society.

• Saylor Academy
• 57 hours
• Self-Paced
• Free Certificate

James Briggs

Evaluation Measures for Search and Recommender Systems

Learn popular offline metrics for evaluating search and recommender systems, including Recall@K, MRR, MAP@K, and NDCG@K, with Python demonstrations and practical insights for improving information retrieval systems.

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

NMWP.NRW

WebTalk on PICs for LIDAR Systems

Explore coherent FMCW LiDAR technology for autonomous navigation, featuring insights on silicon photonics, advanced optics, and the Innovation Support Fund application process.

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

Meta

Type Systems Will Make You a Better JavaScript Developer - React Conf 2017

Explore how type systems enhance JavaScript development, focusing on error prevention, code clarity, and improved tooling for more robust applications.

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

Meta

Combining Type Systems with PHP: Hack's Approach

Explore Hack, Facebook's PHP dialect with a strong static type system. Learn how it enhances PHP's productivity while maintaining its core strengths.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Meta

Turning Caches into Distributed Systems with Mcrouter

Explore Facebook's mcrouter software for transforming standalone caches into robust distributed systems, addressing challenges like transient failures and multiple clusters.

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

Meta

Storage Systems at a Rapidly Scaling Startup - Instagram's Infrastructure Evolution

Explore Instagram's infrastructure evolution from 30M to 150M users. Learn scaling strategies, database optimizations, and lessons from rapid growth with a small engineering team.

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

tinyML

TinyML Talks - Software-Hardware Co-design for Tiny AI Systems

Explore efficient AI models, hardware-friendly compression, and topology-aware design for resource-constrained systems. Learn cross-optimization techniques and distributed learning for scalable AI solutions.

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

tinyML

Imaging Radars - Learning for Enhanced Vision in Modern Radar Systems

Explore imaging radars and machine learning for enhanced object classification in traffic enforcement and autonomous driving applications using millimeter-wave technology.

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

tinyML

Bottom-up and Top-down Neural Processing Systems Design: Unveiling the Road Toward Neuromorphic Intelligence

Explore neuromorphic computing approaches for embedded cognition, comparing bottom-up and top-down designs through silicon implementations and discussing tradeoffs for edge computing applications.

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

tinyML

System Support for Efficient Multi-Resolution Visual Computing on Mobile Systems

Explores system support for efficient multi-resolution visual computing on mobile devices, discussing challenges and opportunities in OS and vision sensing pipeline architectures for dynamic workloads.

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

tinyML

tinyMLPerf: Benchmarking Ultra-low Power Machine Learning Systems

Explore benchmarking for ultra-low power ML systems, focusing on tinyMLPerf's methodology, tasks, and ecosystem impact. Learn about quantization and community-driven efforts in this emerging field.

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

Nvidia

Boosted Trees and Deep Neural Networks for Better Recommender Systems

Explore GPU-accelerated boosted trees and deep neural networks for building winning recommender systems, featuring insights from Kaggle Grandmasters on the ACM RecSys Challenge.

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

Steve Brunton

Chaotic Dynamical Systems

Explore chaotic dynamical systems, their sensitive dependence on initial conditions, and applications in nature and engineering. Learn to recognize chaos and numerically integrate these complex systems.

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