Computer Architecture Courses

Architecture - An Intermediary Between Society and Earth

Explore how architecture bridges society and Earth, focusing on sustainable urban design and innovative solutions for complex societal challenges.

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

IEEE

Skilled or Gullible? Gender Stereotypes Related to Computer Security and Privacy

Explore gender stereotypes in computer security and privacy, examining perceptions of skill and gullibility across different demographics and their implications for the field.

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

IEEE

SecureCells - A Secure Compartmentalized Architecture

Explore a novel secure compartmentalized architecture designed to enhance system protection through isolation and fine-grained memory access control.

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

Learn the basics of computer vision to design an object detector and tracker.

• MATLAB Academy
• Self-Paced
• Free Certificate

Andreas Geiger

Andrea Tagliasacchi: Structured Representations for 3D Computer Vision

Explore structured 3D representations for computer vision, covering scene analysis, digital humans, and hybrid geometry models. Gain insights into advanced techniques for 3D understanding and reconstruction.

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

tinyML

Power Efficient Neural Network Based Hardware Architecture for Biomedical Applications

Power-efficient neural network hardware architecture for biomedical applications, focusing on sleep apnea detection using ECG and SpO2 data. Introduces SABiNN technique for reduced power consumption and compact design while maintaining accuracy.

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

tinyML

Tiny Models with Big Appetites: Cultivating the Perfect Data Diet for Computer Vision

Explore techniques for curating optimal training datasets and designing sampling strategies for tiny computer vision models, emphasizing data quality and model robustness in real-world environments.

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

tinyML

Improving Energy Efficiency and Robustness of tinyML Computer Vision Using Log-Gradient Input Images

Explore innovative techniques to enhance energy efficiency and robustness in tinyML computer vision, focusing on log-gradient input images and architecture optimization for microcontrollers.

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

Colin O'Flynn

Ethics and Computer Security

Explore ethical considerations in computer security, including disclosure processes, bug bounties, and legal implications, with real-world examples from electronic car locks to medical devices.

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

Colin O'Flynn

Computer Safety

Explore computer safety issues in critical systems, examining real-world failures, design principles, and industry standards to enhance engineering practices for safer technology.

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

Churchill CompSci Talks

How Slot Machines Are Advancing the State of the Art in Computer Go AI

Explore Monte Carlo Tree Search in computer Go AI, covering its advantages, UCB1 strategy, and recent refinements like AMAF/RAVE, with insights into ongoing research topics.

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

frank howarth

Making a Computer Stand

Detailed walkthrough of designing and building a custom wooden computer stand for a CNC machine, including drawer construction and tool storage solutions.

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

Databricks

Democratizing Metrics at Airbnb - Minerva Platform Architecture and Future Plans

Explore Airbnb's Minerva platform for data consistency at scale, architectural improvements for flexibility, and plans for open-sourcing this centralized metrics solution.

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

Databricks

Data Lakehouse Symposium - Evolution of Data Architecture

Explore data lakehouse architecture with industry experts, covering its evolution, comparison to data warehouses, and impact on business value. Gain insights into handling diverse data types and real-world applications.

• YouTube
• 2 hours 15 minutes
• Self-Paced
• Free Video

Databricks

Discover the Data Lakehouse: Simplifying Data Architecture for Analytics and ML

Explore the data lakehouse architecture for managing massive data, supporting diverse analytics and ML requirements across multi-cloud environments, and enabling data teams to derive value efficiently.

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