YouTube Courses

An Overview of Carbon Removal: From the Sky Down

Explore the science of carbon dioxide removal, from temporary fast-cycle methods to permanent slow-cycle solutions, with insights into natural and technological approaches to combat climate change.

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

Introduction to Energy Policy and Policy Instruments

Explore the complexities of energy policy, from policy instruments and energy justice to political dynamics and intergovernmental coordination in sustainable energy transitions.

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

Accounting for Human Engagement Behavior to Enhance AI-Assisted Decision Making

Explore how human biases and heuristics influence AI-assisted decision-making processes, and discover strategies to optimize human-AI collaboration through improved system design and presentation methods.

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

Using Seasonal Fall Foods for Carb-Friendly Meals

Discover delicious carb-controlled fall recipes and meal planning strategies for diabetes management, featuring seasonal ingredients and kid-friendly options from a Stanford nutrition expert.

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

Liver Disease in Asian Americans: Unique Risk Factors and Treatment Advancements

Uncover the unique risks and patterns of liver disease in Asian Americans, exploring early signs, screening importance, and latest treatments with Dr. Mindie Nguyen.

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

Towards Safe and Efficient Learning in the Physical World - Stanford Seminar

Exploring safe Bayesian optimization and model-based deep reinforcement learning for efficient, safe online learning in real-world applications like robotics and laser tuning.

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

Data Compression - Video Compression - Lecture 18

Explore video compression techniques, including motion estimation and compensation, in this Stanford lecture on advanced data compression methods for efficient multimedia storage and transmission.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Data Compression I - Course Introduction and Lossless Compression Basics - Lecture 1

Introduction to lossless data compression fundamentals, covering key concepts and techniques for efficient information storage and transmission.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Data Compression I - Lecture 5: Asymptotic Equipartition Property

Explore the Asymptotic Equipartition Property in data compression, a fundamental concept for understanding information theory and efficient coding techniques.

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

Context-based Arithmetic Coding and LLM Compression - Stanford EE274 Lecture 9

Explore context-based arithmetic coding and compression techniques for large language models in this advanced lecture on data compression theory and applications.

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

Data Compression I - Lecture 4: Huffman Codes

Explore Huffman coding, a fundamental data compression technique, in this Stanford lecture. Learn its principles, implementation, and applications in information theory.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Humans and Compression - Lecture 17

Explores the intersection of human perception and data compression, discussing how understanding human sensory systems influences compression techniques for audio, images, and video.

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

Data Compression I - Lecture 3: Kraft Inequality, Entropy, and Introduction to SCL

Explore Kraft Inequality, entropy, and Source Coding Limit in data compression. Gain insights into fundamental concepts and their applications in information theory and coding.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Stanford EE274: Data Compression - Beyond IID Distributions: Conditional Entropy - Lecture 8

Explore conditional entropy and advanced data compression techniques beyond IID distributions in this Stanford lecture, enhancing understanding of complex information theory concepts.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

LZ and Universal Compression - Lecture 10

Explore Lempel-Ziv algorithms and universal compression techniques in this Stanford lecture, delving into advanced data compression theory and applications.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video