Systems Administration Courses

DesignCourse

Creating Design Systems and Style Guides with Catalog

Learn to create design systems and style guides using Catalog, a free React-based tool. Explore installation, setup, and documentation while building a comprehensive guide for large projects.

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

Yannic Kilcher

Linear Transformers Are Secretly Fast Weight Memory Systems - Machine Learning Paper Explained

Explore the connection between linear transformers and fast weight memory systems, uncovering limitations and proposing improvements for more efficient deep learning models.

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

Yannic Kilcher

Discriminating Systems - Gender, Race, and Power in AI

Explore gender, race, and power dynamics in AI, examining workforce representation and systemic biases. Critically analyzes claims of causal relationships and societal impacts.

• YouTube
• 1 hour 57 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Design Guideline for Developing Safe Systems that Apply Electricity to the Human Body

Guidelines for safely developing systems that apply electricity to the human body, covering electrical stimulation, safety parameters, hazards, and industrial standards.

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

Materials Research Society

Embedding Domain Knowledge for Machine Learning of Complex Material Systems

Explore embedding domain knowledge in machine learning for complex material systems, focusing on hierarchical approaches, response surfaces, and hidden correlations in materials research.

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

Cooper

Queer Privacy & Building Consensual Systems

Exploring privacy challenges faced by marginalized communities through real stories, highlighting the need for inclusive, safer tools and systems that protect vulnerable individuals.

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

Khan Academy

Changing Coordinate Systems to Help Find a Transformation Matrix - Linear Algebra - Khan Academy

Learn to change coordinate systems to find transformation matrices in standard coordinates, enhancing your understanding of linear algebra concepts and their practical applications.

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

Khan Academy

Orthogonal Complements - Alternate Coordinate Systems (Bases) - Linear Algebra - Khan Academy

Explore orthogonal complements as subspaces in linear algebra. Learn key concepts for understanding multi-dimensional representations and their applications in science and engineering.

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

Association for Computing Machinery (ACM)

Outlining Traceability - A Principle for Operationalizing Accountability in Computing Systems

Explore traceability as a key principle for accountability in computing systems, focusing on voting machines and their vulnerabilities, with insights on implementation and future challenges.

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

Association for Computing Machinery (ACM)

Systems and Measurement

Exploring online A/B testing, data sharing ethics, fairness in programming, and model performance reporting. Insights into cutting-edge research on responsible AI and data science practices.

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

Association for Computing Machinery (ACM)

Models for Classifying AI Systems - The Switch, the Ladder, and the Matrix

Explore three models for classifying AI systems: the Switch, the Ladder, and the Matrix. Gain insights into AI governance and evaluation criteria for effective classification frameworks.

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

Association for Computing Machinery (ACM)

The Ethics of Emotion in Artificial Intelligence Systems

Explore ethical implications of emotion in AI systems, covering theories, proxy data, and concerns. Gain insights into the intersection of AI, emotions, and ethics.

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

Aladdin Persson

Matrix Factorization Techniques for Recommender Systems

Explore matrix factorization techniques for building effective recommender systems, covering key concepts and practical implementation strategies.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Compassion - The Key to Transforming Today's Education Systems

Explore how compassion can revolutionize education systems, shifting from standardized assessments to personalized learning that celebrates individual strengths and addresses societal needs.

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

IEEE

ADI - Adversarial Dominating Inputs in Vertical Federated Learning Systems

Explore adversarial dominating inputs in vertical federated learning, examining their impact on system security and potential mitigation strategies.

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