Probabilistic Circuits - Lecture on Advanced AI Techniques
Explore probabilistic circuits with YooJung Choi, delving into advanced AI concepts at the intersection of symbolic methods and deep learning.
Language Agents with LLMs - Evolutionary Step in Artificial Intelligence
Explore language agents as a critical evolutionary step in AI, focusing on LLM research and its implications for advancing artificial intelligence capabilities.
Scene Graphs: Overview and Current Research
Explore scene graphs and current research in this field, gaining insights into an exciting area of AI and machine learning.
Prosocial LLMs - Advancing Ethical AI Development
Explore pro-social language models with Dartmouth's Soroush Vosoughi, examining their potential for positive societal impact and ethical AI development.
Human-Aware Metacognitive AI - Lecture on Planning with Incomplete Model Knowledge
Explore human-aware planning and metacognitive AI with insights from Sarath Sreedharan, focusing on incomplete model-knowledge and AI-human interaction.
Certifying Trustworthy Deep Learning Systems
Explore techniques for certifying trustworthiness in deep learning systems with expert insights from Linyi Li, enhancing AI reliability and safety.
Variational Inference and Optimization - Lecture 3
Explore advanced variational inference and optimization techniques for probabilistic AI, focusing on cutting-edge methods and practical applications.
Computational Physics in the Classroom
Explore three approaches to integrating computational physics in education, using modeling techniques to illustrate key principles and functions.
ARCHER2 Training Service: A Three-Year Retrospective and Future Outlook
Explore ARCHER2's comprehensive HPC training program, covering diverse disciplines and user needs. Learn about course design, delivery methods, and tailored training pathways.
Magic Castle - Terraforming the Cloud to Teach High-Performance Computing
Replicate HPC infrastructure experience using cloud resources with Magic Castle. Deploy complete clusters with schedulers, data-transfer nodes, and pre-compiled software in minutes.
CodeRefinery: Training the Next Generation of Research Software Engineers
Explore CodeRefinery's approach to training researchers in FAIR software practices, from small workshops to large online events, and learn about future opportunities.
HPC Carpentry: Bridging the Gap in High-Performance Computing Education
Learn essential skills for using high-performance computing resources effectively, bridging the gap for novice users and researchers in domains with newly available HPC access.
ME3255 - Rocket Science Solutions with Python
Explore rocket science solutions using Python, covering advanced concepts and practical applications in aerospace engineering.
Learning Low-Degree Functions on the Discrete Hypercube
Explore computational learning theory through random query models and polynomial inequalities, improving estimates for query complexity in reconstructing hypercube functions.
My Plan B: Exploring Alternative Strategies in Computer Science Research
Explore innovative approaches to software testing and verification with Professor Alastair Donaldson in his Imperial Inaugural lecture.
Just Relax, or How I'm Bad at My Own Algorithmic Advice
Explore computational optimization with Professor Ruth Misener as she shares insights and personal experiences in her inaugural lecture at Imperial College London.
Beyond Limits: Making the Connection - Perspective, Resilience, and Personal Renewal
Explore personal growth, resilience, and overcoming challenges through Professor Kanjo's journey of self-discovery and professional development in engineering and computing.
CSS Quiz: Evaluating AI Models' Performance
Explore AI's CSS knowledge through a quiz, revealing strengths and limitations. Gain insights into machine learning's understanding of web styling concepts.
Open Source Evolution for AI and the Next Generation
Explore open source's evolution for AI and next-gen developers. Learn about Open Source Program Offices, balancing risks and rewards, and applying open source beyond code.
Linus Torvalds on Linux and Git Development - Keynote Conversation
Gain insights from Linux creator Linus Torvalds as he discusses open-source development, technology trends, and his experiences in a candid conversation with Dirk Hohndel.
Java Me Smarter: Unleashing AI Power with Quarkus
Explore Quarkus for building AI-powered Java microservices. Learn to integrate AI capabilities, from machine learning to chatbots, and discover the future of Java development with AI.