Operating Systems Courses

Simons Institute

Safety-Critical Autonomous Systems - What is Possible? What is Required?

Explore the design, challenges, and potential of safety-critical autonomous systems in aerospace, transportation, and consumer applications, focusing on verification and formal methods.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

MITCBMM

Boundary Conditions for Language in Biological and Artificial Neural Systems

Explore computational requirements for language processing in neural systems, focusing on hierarchical structures, neural oscillations, and integrating linguistic insights with neural computation principles.

• YouTube
• 54 minutes
• On-Demand
• Free Video

MITCBMM

Parallel Systems for Social and Spatial Reasoning Within the Brain's Apex Network

Explore parallel systems for social and spatial reasoning in the brain's apex network, examining cognitive architecture, neural mechanisms, and evolutionary origins through fMRI experiments and theoretical frameworks.

• YouTube
• 46 minutes
• On-Demand
• Free Video

MITCBMM

The Power of Self-Learning Systems

Explore cutting-edge AI breakthroughs and their implications for scientific discovery with DeepMind's CEO. Learn about self-learning systems, game-changing algorithms, and applications beyond gaming.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

MITCBMM

Systems Neuroscience Using fMRI - Studying the Brain to Understand the Mind

Explore fMRI principles and applications in neuroscience, including experiment design, intuitive physical inference, and the neural basis of social rejection and physical pain.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

MITCBMM

Machine Learning Techniques and Applications in Finance, Healthcare and Recommendation Systems

Explore state-of-the-art machine learning techniques and their applications in finance, healthcare, and recommendation systems, focusing on ensemble methods, collaborative filtering, and portfolio construction.

• YouTube
• 39 minutes
• On-Demand
• Free Video

MITCBMM

Multidisciplinarity in Systems Neuroscience

Explore interdisciplinary approaches in systems neuroscience, focusing on hippocampus function in memory and navigation, and the thalamus's role in information transfer to the neocortex.

• YouTube
• 26 minutes
• On-Demand
• Free Video

MITCBMM

Dynamical Systems in Neuroscience

Explore cluster computing and OpenMind for brain and cognitive sciences, covering dynamical systems, models, and observation techniques in neuroscience research.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Neso Academy

Translational Mechanical Systems

Solve a complex translational mechanical system problem, mastering free body diagrams, force polarity conventions, and equations of motion for two-degree freedom systems.

• YouTube
• 30 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Arm Education Microcredential

Advanced Embedded Systems on Arm

Explore IoT and ML on Arm-based systems. Build practical applications, from environmental sensors to activity monitors. Learn device management, data transmission, and edge computing implementation.

• edX
• 13 weeks, 3-6 hours a week
• On-Demand
• $198.00
• 2 courses

Insights into Mathematics

Number Systems Throughout History - Elementary Mathematics Explained

Explore ancient number systems from Babylonian to Roman, understanding their development, unique features, and common elements. Gain insights into the foundations of modern mathematics.

• YouTube
• 31 minutes
• On-Demand
• Free Video