Artificial Intelligence Courses and Certifications

Computational Principles Underlying the Learning of Sensorimotor Repertoires

Explore computational principles of motor learning, focusing on context's role in memory activation and how statistical learning shapes object representations.

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

Diverse Data and Efficient Algorithms for Robot Learning

Explore diverse data collection and efficient algorithms for robot learning, focusing on large-scale approaches and reinforcement learning for deformable object manipulation.

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

MIT EI Seminar - Phillip Isola - Emergent Intelligence- Getting More Out of Agents Than You Bake In

Explore emergent intelligence in AI through unsupervised learning, generative modeling, and self-assembling agents. Discover surprising outcomes beyond explicit programming in representation, video generation, and creature development.

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

Climate Innovation - Digital Technology for Sustainable Agriculture and Infrastructure Development

Discover how AI transforms building energy analysis and climate solutions through civil engineering, data analytics, and social science applications in sustainable agriculture and infrastructure.

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

The Artful Design of Interactive AI Systems

Explore the intersection of AI, design, and human interaction in technology, focusing on creating meaningful experiences and balancing automation with human engagement.

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

The New Role of Physics Simulation in AI

Explore advancements in physics simulation for AI, focusing on overcoming sim-to-real gaps and improving human-robot interactions through learnable physics engines and efficient training techniques.

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

The Race for Technological Supremacy - Emerging Technologies and Global Implications

Explore global tech competition, emerging technologies' impact, and policy challenges with experts discussing AI, data privacy, and US-China dynamics in the digital age.

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

Stanford Seminar - Universal Intelligent Systems by 2030 - Carl Hewitt and John Perry

Explore the future of Universal Intelligent Systems, encompassing all manufactured devices and sensed activities. Learn about information integration, security, and the challenges of developing these systems by 2030.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Stanford Seminar - New Chip Technologies for AI and for Asia - The Edge is Where the Action Is

Explore edge computing and AI chip technologies, their applications in IoT and smart devices, and the future of the semiconductor industry with Intel's AI marketing director.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

How is AI Evolving? A Look at the Startup Landscape in the U.S. and Asia

Explore AI's evolution through the lens of startups in the U.S. and Asia, examining strategic spaces, challenges, and innovations in this insightful seminar by Jim Adler of Toyota AI Ventures.

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

Stanford Seminar - Erudite: Prototype System for Computational Intelligence

In this talk, Wen-mei Hwu presents on recent progress in building highly performant AI task libraries, creating full AI applications, providing AI application development tools, and prototyping the Erudite system at the IBM-Illinois C3SR.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Online Course

HAI Weekly Seminar with Jeff Ding - The Rise and Fall of Great Technologies and Powers

Explore the impact of technological revolutions on global power dynamics, focusing on the US-China AI race and drawing insights from historical technological shifts.

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

The Task Specification Problem

Exploring challenges in AI task specification, focusing on aligning human communication with machine understanding to improve robustness, transfer, and feature learning in AI systems.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

From Large Language Models to Large Multimodal Models - Stanford CS25 - Lecture 4

Explore the evolution from large language models to multimodal AI, focusing on CogVLM and CogAgent. Learn about integrating visual perception with language capabilities and future research directions.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Technology for Today's Problems - Addressing Global Challenges with Semiconductor Advancements

Dr. Hoff explores semiconductor technology's progress since 1971, its impact, and how it can address current global challenges, particularly environmental issues caused by population and economic growth.

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