UC Berkeley EECS Courses

Causal Representation Learning and Optimal Intervention Design

Explore advanced concepts in causal representation learning and intervention design, focusing on mathematical frameworks and practical applications in modern machine learning systems.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Transmission vs. Truth, Imitation vs. Innovation - What 4-Year-Olds Can Teach AI

Explore groundbreaking research comparing children's learning processes to AI development, examining how 4-year-olds balance imitation and innovation in knowledge acquisition.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Brain Computer Interfaces for Speech and Beyond

Explore groundbreaking research on brain-computer interfaces for speech restoration and communication, led by experts from UC Berkeley examining neural mechanisms and technological innovations.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

The Evolution of CS Education - Embracing Diversity, AI, and Competency Amidst Historical Context

Explore the future of computer science education through expert insights on diversity initiatives, AI integration, and competency-based approaches while examining historical perspectives.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Toward Reverse Engineering the Deep Networks of the Human Brain

Explore groundbreaking research on mapping and understanding neural networks in the human brain, examining how deep learning parallels natural cognitive processes and brain function.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Modeling Atoms to Address Our Climate Crisis

Explore groundbreaking atomic modeling techniques and their applications in developing innovative solutions for climate change mitigation, presented by leading researcher Larry Zitnick.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Carbon Negative Technology to Solve the Climate Crisis

Explore groundbreaking carbon negative technologies and their potential role in addressing climate change through expert insights from a leading researcher in environmental engineering.

• YouTube
• 58 minutes
• On-Demand
• Free Video

How Does the Brain Create Language?

Explore groundbreaking research on neural mechanisms behind language formation and processing, examining how our brains develop and utilize linguistic capabilities.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

DBOS: A Database-Oriented Operating System

Explore the innovative concept of database-oriented operating systems with Michael Stonebraker as he presents groundbreaking research on integrating database functionality into OS architecture.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Reinforcement Learning from Human Feedback - Progress and Challenges

Explore the latest developments and challenges in reinforcement learning with human feedback, covering hallucination, behavior cloning, uncertainty, and scalable oversight in AI systems.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

The Security of Large Language Models

Explore critical security challenges and vulnerabilities in Large Language Models with insights from Google DeepMind's research scientist on threat assessment and protection strategies.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Inside-Out Interpretability: Training Dynamics in Multi-Layer Transformer

Delve into transformer model training dynamics and interpretability, exploring multi-layer architectures and their behavior through advanced analysis techniques with Meta AI researcher Yuandong Tian.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Memorization in Language Models - Understanding and Analysis

Delve into the complex phenomenon of memorization in language models, exploring key research findings and implications for AI development from UC Berkeley's expert analysis.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Interpretability and Model Editing in Large Language Models

Explore cutting-edge techniques in AI model interpretability and editing methods, focusing on understanding and modifying neural network behaviors with expert insights from Prof. David Bau.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Exploring Quantum Error Correction Frontier with Programmable Atom Arrays

Explore cutting-edge quantum error correction techniques and their implementation using programmable atom arrays in this advanced physics colloquium presentation.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video