Systems Core Courses

TED

A Tale of Two Political Systems

Provocative talk challenging Western assumptions about political systems, exploring alternative models for successful modern nations and questioning the universality of capitalist democracy.

• YouTube
• 21 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

IEEE

We Are a Startup to the Core - A Qualitative Interview Study on the Security and Privacy Development Practices in Turkish Software Startups

Explore security and privacy practices in Turkish software startups through qualitative interviews, revealing insights into development approaches and challenges.

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

Kicked While You're Down - The High Cost of Disability in School Systems

Exploring systemic barriers and high costs faced by students with disabilities in education, from elementary to graduate level, based on personal experience and research findings.

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

Open Data Science

Towards Reasoning Based Conversation Systems - Dr. Shailesh Kumar

Explore the evolution of conversation systems and reasoning-based approaches in chatbots. Learn about paradigm shifts, system levels, and AI-assisted diagnosis to advance chatbot sophistication.

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

International Centre for Theoretical Sciences

New Frontiers in Topology - Multilevel Systems and Out-of-Equilibrium

Explore advanced topology concepts in multilevel systems and out-of-equilibrium phenomena. Delve into cutting-edge research on complex quantum systems and their dynamic behaviors.

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

International Centre for Theoretical Sciences

Routes to Violation of ETH in Periodically Driven Quantum Systems by Krishnendu Sengupta

Explores routes to violating the Eigenstate Thermalization Hypothesis in periodically driven quantum systems, discussing theoretical concepts and potential experimental implications.

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

Association for Computing Machinery (ACM)

Recommendation Systems

Explore cutting-edge research in recommendation systems, covering algorithms, personalization techniques, and user behavior analysis for improved content suggestions.

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

Association for Computing Machinery (ACM)

Assessing the Impacts of Generative AI Systems Across Modalities and Society

Explore the societal impacts of generative AI across various modalities, examining its implications and potential consequences for different aspects of our lives and communities.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

Lived Experiences of "Reform Tech" in Criminal Legal and Immigration Systems

Explore the impact of technology on criminal legal and immigration systems, examining real-world experiences and critical perspectives on reform efforts and their consequences.

• YouTube
• 2 hours 9 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

Nvidia

Mastering Multilingual Recommender Systems - Grandmaster Series

Explore NVIDIA Merlin team's winning approach in Amazon KDD Cup 2023, featuring innovative techniques for multilingual e-commerce product recommendations and next product title generation.

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

Michael Penn

Beyond Real Numbers - Solving X + 1 = 0 in Different Number Systems

Explore solutions to x² + 1 = 0 in various number systems, expanding mathematical understanding beyond real numbers and into complex realms.

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